| | --- |
| | title: Wiki Tools |
| | emoji: 😻 |
| | colorFrom: purple |
| | colorTo: blue |
| | sdk: gradio |
| | sdk_version: 5.28.0 |
| | app_file: app.py |
| | pinned: false |
| | license: apache-2.0 |
| | short_description: Conversational space enhanced with Viquipedia RAG |
| | --- |
| | |
| | # Wiki Tools |
| |
|
| | An example chatbot using [Gradio](https://gradio.app), [`huggingface_hub`](https://huggingface.co/docs/huggingface_hub/v0.22.2/en/index), and the [Hugging Face Inference API](https://huggingface.co/docs/api-inference/index). |
| |
|
| | This space demonstrates how to build a conversational AI application enhanced with Retrieval-Augmented Generation (RAG) using a Vector Database (VectorDB) built from Viquipedia articles. |
| |
|
| |
|
| | ### Current resources |
| | - **VectorDB mRoBERTA**: 9.9GB / 2400k vectors [langtech-innovation/mRoberta_experimental_ViquipediaVectorStore](https://huggingface.co/langtech-innovation/mRoberta_experimental_ViquipediaVectorStore) |
| | - **Embedding model mRoBERTA**: [langtech-innovation/sentence-mRoBERTa-v0](https://huggingface.co/langtech-innovation/sentence-mRoBERTa-v0) |
| | - **LLM endpoint model** [Salamandra-7B-Instruct-Tools-16k](https://huggingface.co/BSC-LT/salamandra-7b-instruct-tools-16k) |
| |
|
| | Check out the HF Inference endpoint link: https://endpoints.huggingface.co/BSC-LT/endpoints/salamandra-7b-instruct-tools-16k |
| |
|
| |
|
| |
|
| | <!-- Disclaimer --> |
| | > [!WARNING] |
| | > **DISCLAIMER:** This model is an **experimental version** and is provided for **research purposes only**. |
| | > Access is **not public**. |
| | > Please do not share. |
| |
|
| |
|
| | ### Alternative resources |
| |
|
| | Configure other available alternative resources for embeddings and VectorDB. |
| |
|
| | Setup `VS_HF_PATH=langtech-innovation/vdb-cawiki-v3` and `EMBEDDINGS_MODEL=BAAI/bge-m3` variables to switch between resources. In this case, the system will use: |
| |
|
| | - **VectorDB BGE-M3**: 12.3GB / 2400k vectors [langtech-innovation/vdb-cawiki-v3](https://huggingface.co/langtech-innovation/vdb-cawiki-v3) |
| | - **Embedding model BGE-M3**: [BAAI/bge-m3](https://huggingface.co/BAAI/bge-m3) |
| |
|
| |
|
