diff --git a/data/rank01__manifest.json b/data/rank01__manifest.json
deleted file mode 100644
index 95ee0187823ece9d731b786125429c5b3a7c691a..0000000000000000000000000000000000000000
--- a/data/rank01__manifest.json
+++ /dev/null
@@ -1,131 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
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-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 227591,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 76,
-  "output_files": [
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-  ],
-  "elapsed_seconds": 3008.85,
-  "records_per_second": 75.6,
-  "created_at": "2026-07-24T00:39:09.340736+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank02__manifest.json b/data/rank02__manifest.json
deleted file mode 100644
index e4b4ac3a4e85552eb8e39c4804e234c67fd9f2e6..0000000000000000000000000000000000000000
--- a/data/rank02__manifest.json
+++ /dev/null
@@ -1,185 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 389901,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 130,
-  "output_files": [
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-  "created_at": "2026-07-24T01:40:33.099109+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank03__manifest.json b/data/rank03__manifest.json
deleted file mode 100644
index c6ed1372a71bc772810f7ec4dc372eedd6f452be..0000000000000000000000000000000000000000
--- a/data/rank03__manifest.json
+++ /dev/null
@@ -1,193 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 412130,
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-}
\ No newline at end of file
diff --git a/data/rank04__manifest.json b/data/rank04__manifest.json
deleted file mode 100644
index b58fa6e77331492375280ca8d6229d421d50e809..0000000000000000000000000000000000000000
--- a/data/rank04__manifest.json
+++ /dev/null
@@ -1,194 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 414146,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 139,
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-  "created_at": "2026-07-24T01:44:26.079798+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank05__manifest.json b/data/rank05__manifest.json
deleted file mode 100644
index 563b3143c38f0cd02ea248c01540ddfa18ac5c51..0000000000000000000000000000000000000000
--- a/data/rank05__manifest.json
+++ /dev/null
@@ -1,169 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 340367,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 114,
-  "output_files": [
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diff --git a/data/rank06__manifest.json b/data/rank06__manifest.json
deleted file mode 100644
index 6b57e0517470c14d55b3b22eb9a1dc8d53bc181f..0000000000000000000000000000000000000000
--- a/data/rank06__manifest.json
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diff --git a/data/rank07__manifest.json b/data/rank07__manifest.json
deleted file mode 100644
index 8c6bf8ef79d68356ba1ab23c98586bf6fe741b03..0000000000000000000000000000000000000000
--- a/data/rank07__manifest.json
+++ /dev/null
@@ -1,78 +0,0 @@
-{
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diff --git a/data/rank08__manifest.json b/data/rank08__manifest.json
deleted file mode 100644
index 426ae48e925f5f4dd88bf8e81d9e5c7cf26eb9fd..0000000000000000000000000000000000000000
--- a/data/rank08__manifest.json
+++ /dev/null
@@ -1,61 +0,0 @@
-{
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diff --git a/data/rank09__manifest.json b/data/rank09__manifest.json
deleted file mode 100644
index e2f97964110a228aec38cb1f8c21268487eef92e..0000000000000000000000000000000000000000
--- a/data/rank09__manifest.json
+++ /dev/null
@@ -1,59 +0,0 @@
-{
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diff --git a/data/rank10__manifest.json b/data/rank10__manifest.json
deleted file mode 100644
index 854803d0e5c0d74700142d7adf09aa34c178ae81..0000000000000000000000000000000000000000
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diff --git a/data/rank11__manifest.json b/data/rank11__manifest.json
deleted file mode 100644
index 66239ffe6bf209b9cc71a50386b51788dc6e1bc2..0000000000000000000000000000000000000000
--- a/data/rank11__manifest.json
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\ No newline at end of file
diff --git a/data/rank12__manifest.json b/data/rank12__manifest.json
deleted file mode 100644
index e372e505ed2a5350c7126ce508e5c0f5d87174be..0000000000000000000000000000000000000000
--- a/data/rank12__manifest.json
+++ /dev/null
@@ -1,140 +0,0 @@
-{
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-}
\ No newline at end of file
diff --git a/data/rank13__manifest.json b/data/rank13__manifest.json
deleted file mode 100644
index a06eccfc201b1165996df37fc1bf619ef910a4b8..0000000000000000000000000000000000000000
--- a/data/rank13__manifest.json
+++ /dev/null
@@ -1,197 +0,0 @@
-{
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-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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\ No newline at end of file
diff --git a/data/rank14__manifest.json b/data/rank14__manifest.json
deleted file mode 100644
index 6f116be2a3a1695dc733d5af632380b49a354175..0000000000000000000000000000000000000000
--- a/data/rank14__manifest.json
+++ /dev/null
@@ -1,189 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-  "num_workers": 1,
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-  "on_empty_input": "skip",
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-}
\ No newline at end of file
diff --git a/data/rank15__manifest.json b/data/rank15__manifest.json
deleted file mode 100644
index 1f217354b51dbf66218b055c01a13091ba30b6ee..0000000000000000000000000000000000000000
--- a/data/rank15__manifest.json
+++ /dev/null
@@ -1,194 +0,0 @@
-{
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-  "embedders": [
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
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-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-    {
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-      "column": "bge_m3_sparse_embedding",
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-      "model_name": "BAAI/bge-m3",
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-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
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-      "model_name": "BAAI/bge-m3",
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-      "max_tokens": 8192,
-      "input_column": "contents",
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-  "on_empty_input": "skip",
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-  "created_at": "2026-07-24T02:09:07.709041+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank16__manifest.json b/data/rank16__manifest.json
deleted file mode 100644
index 4f29149437ee6ea1217b44c1f8baf1446fbee604..0000000000000000000000000000000000000000
--- a/data/rank16__manifest.json
+++ /dev/null
@@ -1,192 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 409039,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 137,
-  "output_files": [
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\ No newline at end of file
diff --git a/data/rank17__manifest.json b/data/rank17__manifest.json
deleted file mode 100644
index eff61a06c82873f9663ec5ef060367d8397e13c0..0000000000000000000000000000000000000000
--- a/data/rank17__manifest.json
+++ /dev/null
@@ -1,152 +0,0 @@
-{
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-  "embedders": [
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-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
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-  "created_at": "2026-07-24T01:23:47.403023+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank18__manifest.json b/data/rank18__manifest.json
deleted file mode 100644
index 19b1858de29187114a13ebd2c255878ce4b94c21..0000000000000000000000000000000000000000
--- a/data/rank18__manifest.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
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-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank19__manifest.json b/data/rank19__manifest.json
deleted file mode 100644
index 4edd236a34149e65d96fc27ed7def0ccfe03b373..0000000000000000000000000000000000000000
--- a/data/rank19__manifest.json
+++ /dev/null
@@ -1,194 +0,0 @@
-{
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-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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\ No newline at end of file
diff --git a/data/rank20__manifest.json b/data/rank20__manifest.json
deleted file mode 100644
index 74f1e8924e16e46aae1b90f299f7e024905545bb..0000000000000000000000000000000000000000
--- a/data/rank20__manifest.json
+++ /dev/null
@@ -1,183 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
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-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
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-      "model_name": "BAAI/bge-m3",
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-      "max_tokens": 8192,
-      "input_column": "contents",
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\ No newline at end of file
diff --git a/data/rank21__manifest.json b/data/rank21__manifest.json
deleted file mode 100644
index e9278ba48d46ca34dae374fd6f994aa07e7bd5ec..0000000000000000000000000000000000000000
--- a/data/rank21__manifest.json
+++ /dev/null
@@ -1,187 +0,0 @@
-{
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diff --git a/data/rank22__manifest.json b/data/rank22__manifest.json
deleted file mode 100644
index 0ed4d6b840abafd4fbe4b1aeb7bbae4043f24b42..0000000000000000000000000000000000000000
--- a/data/rank22__manifest.json
+++ /dev/null
@@ -1,166 +0,0 @@
-{
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-  "embedders": [
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-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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-    "004/5918c543-521c-ad36-b590-f7c43af57750.parquet"
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-  "records_per_second": 45.8,
-  "created_at": "2026-07-24T01:49:03.324475+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank23__manifest.json b/data/rank23__manifest.json
deleted file mode 100644
index 6de4a35156f76c424e26eac9b21cfe572ec89f11..0000000000000000000000000000000000000000
--- a/data/rank23__manifest.json
+++ /dev/null
@@ -1,57 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunking_strategy": "passthrough",
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-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 3589,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 2,
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diff --git a/data/rank24__manifest.json b/data/rank24__manifest.json
deleted file mode 100644
index b0a41f9c8d40ea7c1cb2c17ececcfb7a2c5db486..0000000000000000000000000000000000000000
--- a/data/rank24__manifest.json
+++ /dev/null
@@ -1,59 +0,0 @@
-{
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diff --git a/data/rank25__manifest.json b/data/rank25__manifest.json
deleted file mode 100644
index 7ee05b4ccaff305e3722059e5976d970e607a969..0000000000000000000000000000000000000000
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diff --git a/data/rank26__manifest.json b/data/rank26__manifest.json
deleted file mode 100644
index 8e74588cf262c358d96d70da635b5dd9fb1f779e..0000000000000000000000000000000000000000
--- a/data/rank26__manifest.json
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-{
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\ No newline at end of file
diff --git a/data/rank27__manifest.json b/data/rank27__manifest.json
deleted file mode 100644
index 634e32e42807d326844d7f16941324b3b7cd2d7c..0000000000000000000000000000000000000000
--- a/data/rank27__manifest.json
+++ /dev/null
@@ -1,186 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
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-      "max_tokens": 8192,
-      "input_column": "contents",
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-      "instruction": null
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-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
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\ No newline at end of file
diff --git a/data/rank28__manifest.json b/data/rank28__manifest.json
deleted file mode 100644
index a02654e7ba4f61ee3a69c9c182d7799c9e0e0b9a..0000000000000000000000000000000000000000
--- a/data/rank28__manifest.json
+++ /dev/null
@@ -1,202 +0,0 @@
-{
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-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank29__manifest.json b/data/rank29__manifest.json
deleted file mode 100644
index f528ec7b34a6323bb757f3702111b3ca96040951..0000000000000000000000000000000000000000
--- a/data/rank29__manifest.json
+++ /dev/null
@@ -1,196 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 422420,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 141,
-  "output_files": [
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diff --git a/data/rank30__manifest.json b/data/rank30__manifest.json
deleted file mode 100644
index 8d96aa2a421143172f47aa039fc054c253ca17f6..0000000000000000000000000000000000000000
--- a/data/rank30__manifest.json
+++ /dev/null
@@ -1,201 +0,0 @@
-{
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diff --git a/data/rank31__manifest.json b/data/rank31__manifest.json
deleted file mode 100644
index 469f8489bec40e6a7545f1513f4ff6b9867f773b..0000000000000000000000000000000000000000
--- a/data/rank31__manifest.json
+++ /dev/null
@@ -1,162 +0,0 @@
-{
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-  "records_per_second": 49.6,
-  "created_at": "2026-07-24T01:39:33.077903+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank32__manifest.json b/data/rank32__manifest.json
deleted file mode 100644
index 732c8078e1ade929a75cb5ac8fcc68e92a54c4af..0000000000000000000000000000000000000000
--- a/data/rank32__manifest.json
+++ /dev/null
@@ -1,199 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 431244,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 144,
-  "output_files": [
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diff --git a/data/rank33__manifest.json b/data/rank33__manifest.json
deleted file mode 100644
index ad8ef6b4f75f57cf431ed90b36d12f66cf357e33..0000000000000000000000000000000000000000
--- a/data/rank33__manifest.json
+++ /dev/null
@@ -1,185 +0,0 @@
-{
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-      "max_tokens": 8192,
-      "input_column": "contents",
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-      "column": "bge_m3_sparse_embedding",
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-      "model_name": "BAAI/bge-m3",
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-      "max_tokens": 8192,
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-      "input_column": "contents",
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\ No newline at end of file
diff --git a/data/rank34__manifest.json b/data/rank34__manifest.json
deleted file mode 100644
index a22adea459e7fb1e3d3ef806fef6c822f78aa9fd..0000000000000000000000000000000000000000
--- a/data/rank34__manifest.json
+++ /dev/null
@@ -1,206 +0,0 @@
-{
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-  "created_at": "2026-07-24T02:24:48.230560+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank35__manifest.json b/data/rank35__manifest.json
deleted file mode 100644
index ddf524baece555fb63f3081fdf8a0cce88d17828..0000000000000000000000000000000000000000
--- a/data/rank35__manifest.json
+++ /dev/null
@@ -1,175 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 359406,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 120,
-  "output_files": [
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\ No newline at end of file
diff --git a/data/rank36__manifest.json b/data/rank36__manifest.json
deleted file mode 100644
index f623ee539f45979b16ef17c23b5b1bda61bb4315..0000000000000000000000000000000000000000
--- a/data/rank36__manifest.json
+++ /dev/null
@@ -1,176 +0,0 @@
-{
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-  "embedders": [
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-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
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-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
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-  "drop_columns": [],
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-  "created_at": "2026-07-24T01:56:54.517591+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank37__manifest.json b/data/rank37__manifest.json
deleted file mode 100644
index 3910c99e66720da263568f4336198c0c1902d041..0000000000000000000000000000000000000000
--- a/data/rank37__manifest.json
+++ /dev/null
@@ -1,205 +0,0 @@
-{
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-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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-  "rows_skipped_empty_input": 0,
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-  "records_per_second": 49.1,
-  "created_at": "2026-07-24T02:23:50.668239+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank38__manifest.json b/data/rank38__manifest.json
deleted file mode 100644
index dd6a5a7e006206438ae01c6adeb1a79e59df8a9f..0000000000000000000000000000000000000000
--- a/data/rank38__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 457016,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 153,
-  "output_files": [
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-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank39__manifest.json b/data/rank39__manifest.json
deleted file mode 100644
index baee5cb94cf4020910b5fb4df88f75476b3d222d..0000000000000000000000000000000000000000
--- a/data/rank39__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 456983,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 153,
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\ No newline at end of file
diff --git a/data/rank40__manifest.json b/data/rank40__manifest.json
deleted file mode 100644
index 5906138cee1c3aad644fe1788ac9ff57c11912ab..0000000000000000000000000000000000000000
--- a/data/rank40__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
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-  "embedders": [
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
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-  "created_at": "2026-07-24T02:37:39.968472+00:00",
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\ No newline at end of file
diff --git a/data/rank41__manifest.json b/data/rank41__manifest.json
deleted file mode 100644
index b407f6008c1421dd5e2ffe24b7d59f255aa1fa5b..0000000000000000000000000000000000000000
--- a/data/rank41__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
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-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
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-  "created_at": "2026-07-24T02:35:03.804980+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank42__manifest.json b/data/rank42__manifest.json
deleted file mode 100644
index d6bbbe536b6338b9dc89ee9b3dd27bcb79ef2ee5..0000000000000000000000000000000000000000
--- a/data/rank42__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 456095,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 153,
-  "output_files": [
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-}
\ No newline at end of file
diff --git a/data/rank43__manifest.json b/data/rank43__manifest.json
deleted file mode 100644
index a9a298bc473575a0a435176c09522fac57239f94..0000000000000000000000000000000000000000
--- a/data/rank43__manifest.json
+++ /dev/null
@@ -1,209 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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diff --git a/data/rank44__manifest.json b/data/rank44__manifest.json
deleted file mode 100644
index f2c785ad6492449efc539707bab0b2d5970ed0b4..0000000000000000000000000000000000000000
--- a/data/rank44__manifest.json
+++ /dev/null
@@ -1,209 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
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-  "created_at": "2026-07-24T02:42:14.999547+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank45__manifest.json b/data/rank45__manifest.json
deleted file mode 100644
index 7a21ca17444d93b10168d3d833f0a069eb037796..0000000000000000000000000000000000000000
--- a/data/rank45__manifest.json
+++ /dev/null
@@ -1,209 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
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-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-    {
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-      "column": "bge_m3_sparse_embedding",
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-      "model_name": "BAAI/bge-m3",
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-      "max_tokens": 8192,
-      "input_column": "contents",
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\ No newline at end of file
diff --git a/data/rank46__manifest.json b/data/rank46__manifest.json
deleted file mode 100644
index ff1d31fc4053ba87d1aa26f9c8899f6b5ecd87b0..0000000000000000000000000000000000000000
--- a/data/rank46__manifest.json
+++ /dev/null
@@ -1,209 +0,0 @@
-{
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-      "max_tokens": 8192,
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-  "on_empty_input": "skip",
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-  "created_at": "2026-07-24T02:47:39.433456+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank47__manifest.json b/data/rank47__manifest.json
deleted file mode 100644
index 61366594bdbef4013545358689a62bf99d658125..0000000000000000000000000000000000000000
--- a/data/rank47__manifest.json
+++ /dev/null
@@ -1,206 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 452139,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 151,
-  "output_files": [
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\ No newline at end of file
diff --git a/data/rank48__manifest.json b/data/rank48__manifest.json
deleted file mode 100644
index 01655735c18f83e592eaf37e2de8e3d6a9a5bf86..0000000000000000000000000000000000000000
--- a/data/rank48__manifest.json
+++ /dev/null
@@ -1,210 +0,0 @@
-{
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-  "embedders": [
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 462875,
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-  "created_at": "2026-07-24T02:50:39.995535+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank49__manifest.json b/data/rank49__manifest.json
deleted file mode 100644
index 756efa19ac01003a12aef7e499bc74c68bfb721a..0000000000000000000000000000000000000000
--- a/data/rank49__manifest.json
+++ /dev/null
@@ -1,210 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
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\ No newline at end of file
diff --git a/data/rank50__manifest.json b/data/rank50__manifest.json
deleted file mode 100644
index efda9f2aa4a284f327cc1084315184c68d83d3c9..0000000000000000000000000000000000000000
--- a/data/rank50__manifest.json
+++ /dev/null
@@ -1,203 +0,0 @@
-{
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-  "embedders": [
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-      "column": "bge_m3_dense_embedding",
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-      "model_name": "BAAI/bge-m3",
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-      "input_column": "contents",
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-    {
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-      "column": "bge_m3_sparse_embedding",
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-      "model_name": "BAAI/bge-m3",
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-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
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-    {
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-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
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-    }
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-  "created_at": "2026-07-24T02:48:05.827676+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank51__manifest.json b/data/rank51__manifest.json
deleted file mode 100644
index 6dc2f4c5b1626fabccb3b15cebc85e2317b38d34..0000000000000000000000000000000000000000
--- a/data/rank51__manifest.json
+++ /dev/null
@@ -1,199 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 429720,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 144,
-  "output_files": [
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\ No newline at end of file
diff --git a/data/rank52__manifest.json b/data/rank52__manifest.json
deleted file mode 100644
index 166520c18f9e0a9831c79ddbd5280a2b04f54aeb..0000000000000000000000000000000000000000
--- a/data/rank52__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
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-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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-  "created_at": "2026-07-24T02:59:00.567109+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank53__manifest.json b/data/rank53__manifest.json
deleted file mode 100644
index 2b4e1ed95667ccac395fa4fb95a2c09ded0b4ff7..0000000000000000000000000000000000000000
--- a/data/rank53__manifest.json
+++ /dev/null
@@ -1,208 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
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\ No newline at end of file
diff --git a/data/rank54__manifest.json b/data/rank54__manifest.json
deleted file mode 100644
index 3f51d1fc1c142ffb4223c5f1ab02425b6dd09d77..0000000000000000000000000000000000000000
--- a/data/rank54__manifest.json
+++ /dev/null
@@ -1,212 +0,0 @@
-{
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-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank55__manifest.json b/data/rank55__manifest.json
deleted file mode 100644
index d9f6ef320883e1608183e095c098109a41e19ac2..0000000000000000000000000000000000000000
--- a/data/rank55__manifest.json
+++ /dev/null
@@ -1,213 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 472049,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 158,
-  "output_files": [
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-  "created_at": "2026-07-24T03:14:11.030611+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank56__manifest.json b/data/rank56__manifest.json
deleted file mode 100644
index c7be47efcada3004f7d47d06ac7966cf0a247c6f..0000000000000000000000000000000000000000
--- a/data/rank56__manifest.json
+++ /dev/null
@@ -1,210 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 463335,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 155,
-  "output_files": [
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diff --git a/data/rank57__manifest.json b/data/rank57__manifest.json
deleted file mode 100644
index fd8e1c7fb7ad75a66548f2210948388270592297..0000000000000000000000000000000000000000
--- a/data/rank57__manifest.json
+++ /dev/null
@@ -1,213 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
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-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
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\ No newline at end of file
diff --git a/data/rank58__manifest.json b/data/rank58__manifest.json
deleted file mode 100644
index 1b4ada898c49a4b9adbd49d8923d22b44a21179e..0000000000000000000000000000000000000000
--- a/data/rank58__manifest.json
+++ /dev/null
@@ -1,211 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
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-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank59__manifest.json b/data/rank59__manifest.json
deleted file mode 100644
index bda26a3a97fba982725c300c6c6c0d70372565be..0000000000000000000000000000000000000000
--- a/data/rank59__manifest.json
+++ /dev/null
@@ -1,214 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 475312,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 159,
-  "output_files": [
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-  "created_at": "2026-07-24T03:17:20.180547+00:00",
-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank60__manifest.json b/data/rank60__manifest.json
deleted file mode 100644
index 59ebeb74af1ee96f29fd2155ce91ce4ee00bb74c..0000000000000000000000000000000000000000
--- a/data/rank60__manifest.json
+++ /dev/null
@@ -1,214 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
-    {
-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
-  "total_records": 476926,
-  "rows_skipped_empty_input": 0,
-  "total_batches": 159,
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\ No newline at end of file
diff --git a/data/rank61__manifest.json b/data/rank61__manifest.json
deleted file mode 100644
index df5d9933ced8f757ca743cc1b8f8bbf3a44d9e38..0000000000000000000000000000000000000000
--- a/data/rank61__manifest.json
+++ /dev/null
@@ -1,214 +0,0 @@
-{
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-  "embedders": [
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-      "name": "bge_m3_dense",
-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    }
-  ],
-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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-  "rows_skipped_empty_input": 0,
-  "total_batches": 159,
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-  "destination": "s3://qdrant--vectorforge/pubmed/bge-m3"
-}
\ No newline at end of file
diff --git a/data/rank62__manifest.json b/data/rank62__manifest.json
deleted file mode 100644
index cb621e3ff6cc9a0e494a3f3e7c1add7f262a1e1e..0000000000000000000000000000000000000000
--- a/data/rank62__manifest.json
+++ /dev/null
@@ -1,215 +0,0 @@
-{
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-      "column": "bge_m3_dense_embedding",
-      "kind": "dense",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-    {
-      "name": "bge_m3_sparse",
-      "column": "bge_m3_sparse_embedding",
-      "kind": "sparse",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": null,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
-    },
-    {
-      "name": "bge_m3_multivector",
-      "column": "bge_m3_multivector_embedding",
-      "kind": "multivector",
-      "model_name": "BAAI/bge-m3",
-      "dimensions": 1024,
-      "max_tokens": 8192,
-      "input_column": "contents",
-      "modality": "text",
-      "instruction": null
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-  "chunk_size": 1000,
-  "chunking_strategy": "passthrough",
-  "num_workers": 1,
-  "flush_threshold": 3000,
-  "on_empty_input": "skip",
-  "drop_columns": [],
-  "content_addressed_files": true,
-  "shard_output_buckets": 10,
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-}
\ No newline at end of file
diff --git a/data/rank63__manifest.json b/data/rank63__manifest.json
deleted file mode 100644
index e3ec5f8b827c8fc87d3cc1e32526496d956dfc5c..0000000000000000000000000000000000000000
--- a/data/rank63__manifest.json
+++ /dev/null
@@ -1,207 +0,0 @@
-{
-  "source": "MedRAG/pubmed",
-  "embedders": [
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-      "column": "bge_m3_dense_embedding",
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\ No newline at end of file