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chatbot_hackathon

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serichard1 commited on Sep 18, 2025

Commit

3e87606

1 Parent(s): 12e7a1a

demo_1

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Files changed (4) hide show

app.py +8 -2
gradio_mcp_server.py +26 -61
lexicon.txt +0 -1
lexison +0 -1

app.py CHANGED Viewed

@@ -182,7 +182,9 @@ EXAMPLE WORKFLOWS:
 - Weather inquiry → Find relevant stations → Get station details → Retrieve weather data → Analyze patterns
 - Agricultural question → Search relevant databases → Cross-reference production data → Provide comprehensive agricultural context
-Remember: Your goal is thorough investigation and complete answers, not quick single-tool responses."""
         # Build conversation history for Claude
         claude_messages = []
@@ -250,6 +252,10 @@ EXAMPLE WORKFLOWS:
 - Weather inquiry → Find relevant stations → Get station details → Retrieve weather data → Analyze patterns
 - Agricultural question → Search relevant databases → Cross-reference production data → Provide comprehensive agricultural context
 Remember: Your goal is thorough investigation and complete answers, not quick single-tool responses.""",
                     messages=conversation_messages,
                     tools=self.tools
@@ -402,7 +408,7 @@ def gradio_interface():
         with gr.Row():
             with gr.Column(scale=8):
                 gr.Markdown("## 🌾 LEXICON CHATBOT")
-            with gr.Column(scale=2, min_width=220):
                 status_button = gr.Button(
                     "Connecting...",
                     variant="stop",

 - Weather inquiry → Find relevant stations → Get station details → Retrieve weather data → Analyze patterns
 - Agricultural question → Search relevant databases → Cross-reference production data → Provide comprehensive agricultural context
+Remember: Your goal is thorough investigation and complete answers, not quick single-tool responses.
+"""
         # Build conversation history for Claude
         claude_messages = []
 - Weather inquiry → Find relevant stations → Get station details → Retrieve weather data → Analyze patterns
 - Agricultural question → Search relevant databases → Cross-reference production data → Provide comprehensive agricultural context
+Important: if the user mention "Saint-Porchaire", here's are the latitude and longitude to use to call the tool: 45.8289 and -0.7864,
+And never use the short "ST PORCHAIRE", only use "Saint-Porchaire" for all calls.
+When your answer involves citing several items, such as parcel IDs, mention many, as long as the output message is easily readable.
 Remember: Your goal is thorough investigation and complete answers, not quick single-tool responses.""",
                     messages=conversation_messages,
                     tools=self.tools
         with gr.Row():
             with gr.Column(scale=8):
                 gr.Markdown("## 🌾 LEXICON CHATBOT")
+            with gr.Column(scale=10, min_width=220):
                 status_button = gr.Button(
                     "Connecting...",
                     variant="stop",

gradio_mcp_server.py CHANGED Viewed

@@ -60,7 +60,7 @@ def make_api_request(endpoint: str, params: dict = None) -> str:
         return json.dumps({
             "type": "error",
             "endpoint": endpoint,
-            "message": f"Invalid JSON response from {endpoint}"
         })
     except Exception as e:
         return json.dumps({
@@ -72,7 +72,7 @@ def make_api_request(endpoint: str, params: dict = None) -> str:
 @mcp.tool()
 async def get_parcel_identifier_json(latitude: float, longitude: float) -> str:
     """
-    Retrieve parcel identifier information in JSON format for a given geographic location.
     Args:
         latitude (float): Latitude of the point of interest.
@@ -85,7 +85,7 @@ async def get_parcel_identifier_json(latitude: float, longitude: float) -> str:
     Useful for reverse-geocoding a location to its cadastral reference.
     """
     params = {"latitude": latitude, "longitude": longitude}
-    return make_api_request("/tools/parcel-identifier.json", params)
 @mcp.tool()
 async def get_cadastral_parcels(
@@ -110,6 +110,7 @@ async def get_cadastral_parcels(
     This tool enables searching for cadastral parcels using various administrative and parcel-specific filters.
     Useful for exploring land registry data at different levels of granularity.
     """
     params = {"page": page}
     if code: params["code"] = code
@@ -133,10 +134,11 @@ async def get_cadastral_parcel(parcel_id: str) -> str:
     """
     return make_api_request(f"/geographical-references/cadastral-parcels/{parcel_id}.json")
 @mcp.tool()
 async def get_cadastral_parcel_prices(postal_code: str = None, city: str = None, department: str = None) -> str:
     """
-    Retrieve cadastral parcel price information, filtered by postal code, city, or department.
     Args:
         postal_code (str, optional): Postal code to filter results.
@@ -147,17 +149,24 @@ async def get_cadastral_parcel_prices(postal_code: str = None, city: str = None,
         str: JSON string with price information for cadastral parcels.
     This tool provides access to price data for cadastral parcels, supporting multiple administrative filters.
     """
     params = {}
     if postal_code: params["postal_code"] = postal_code
     if city: params["city"] = city
     if department: params["department"] = department
     return make_api_request("/geographical-references/cadastral-parcel-prices.json", params)
 @mcp.tool()
 async def get_cap_parcels(page: int = 1, city: str = None) -> str:
     """
-    Retrieve a paginated list of CAP (Common Agricultural Policy) parcels, optionally filtered by city.
     Args:
         page (int, optional): Page number for pagination (default: 1).
@@ -168,24 +177,7 @@ async def get_cap_parcels(page: int = 1, city: str = None) -> str:
     This tool allows you to explore CAP parcels, which are relevant for agricultural policy and subsidy management.
     """
-    params = {"page": page}
-    if city: params["city"] = city
-    return make_api_request("/geographical-references/cap-parcels.json", params)
-@mcp.tool()
-async def get_cap_parcel(cap_id: str) -> str:
-    """
-    Retrieve detailed information about a specific CAP parcel.
-    Args:
-        cap_id (str): Unique identifier of the CAP parcel.
-    Returns:
-        str: JSON string with detailed information about the CAP parcel.
-    Use this tool to access all available data for a single CAP parcel, including administrative and spatial attributes.
-    """
-    return make_api_request(f"/geographical-references/cap-parcels/{cap_id}.json")
 @mcp.tool()
 async def get_municipalities(page: int = 1, country: str = None, city: str = None) -> str:
@@ -259,9 +251,14 @@ async def get_cropsets(page: int = 1) -> str:
     return make_api_request("/phytosanitary/cropsets.json", params)
 @mcp.tool()
-async def get_phytosanitary_products(page: int = 1, type: str = None, state: str = None) -> str:
     """
-    Retrieve a paginated list of phytosanitary products, with optional filters for type and state.
     Args:
         page (int, optional): Page number for pagination (default: 1).
@@ -273,10 +270,7 @@ async def get_phytosanitary_products(page: int = 1, type: str = None, state: str
     This tool is useful for exploring available plant protection products and their regulatory status.
     """
-    params = {"page": page}
-    if type: params["type"] = type
-    if state: params["state"] = state
-    return make_api_request("/phytosanitary/products.json", params)
 @mcp.tool()
 async def get_phytosanitary_symbols(page: int = 1) -> str:
@@ -301,7 +295,8 @@ async def get_seed_varieties(page: int = 1, species: str = None) -> str:
     Args:
         page (int, optional): Page number for pagination (default: 1).
-        species (str, optional): Species name to filter seed varieties.
     Returns:
         str: JSON string containing seed varieties matching the filters.
@@ -312,6 +307,7 @@ async def get_seed_varieties(page: int = 1, species: str = None) -> str:
     if species: params["species"] = species
     return make_api_request("/seeds/varieties.json", params)
 @mcp.tool()
 async def get_vine_varieties(page: int = 1, category: str = None, color: str = None) -> str:
     """
@@ -387,22 +383,6 @@ async def get_weather_data(station_code: str, start: str = None, end: str = None
     if end: params["end"] = end
     return make_api_request(f"/weather/stations/{station_code}/hourly-reports.json", params)
-@mcp.tool()
-async def get_parcel_identifier_geojson(latitude: float, longitude: float) -> str:
-    """
-    Retrieve parcel identifier information in GeoJSON format for a given geographic location.
-    Args:
-        latitude (float): Latitude of the point of interest.
-        longitude (float): Longitude of the point of interest.
-    Returns:
-        str: GeoJSON string containing parcel identifier data for the specified coordinates.
-    This tool allows you to obtain spatial parcel identification data for mapping and GIS applications.
-    """
-    params = {"latitude": latitude, "longitude": longitude}
-    return make_api_request("/tools/parcel-identifier.geojson", params)
 @mcp.tool()
 async def get_cadastral_parcel_geolocation(parcel_id: str) -> str:
@@ -449,20 +429,5 @@ async def get_municipality_cadastre(municipality_id: str) -> str:
     """
     return make_api_request(f"/geographical-references/municipalities/{municipality_id}/cadastre.geojson")
-@mcp.tool()
-async def get_municipality_cap_parcels(municipality_id: str) -> str:
-    """
-    Retrieve CAP parcels geolocation data for a municipality in GeoJSON format.
-    Args:
-        municipality_id (str): Unique identifier of the municipality.
-    Returns:
-        str: GeoJSON string with CAP parcels spatial data for the municipality.
-    Use this tool to obtain the geometry of all CAP parcels within a municipality for mapping or spatial analysis.
-    """
-    return make_api_request(f"/geographical-references/municipalities/{municipality_id}/cap-parcels.geojson")
 if __name__ == "__main__":
     mcp.run(transport='stdio')

         return json.dumps({
             "type": "error",
             "endpoint": endpoint,
+            "message": f"Invalid JSON response from {url}"
         })
     except Exception as e:
         return json.dumps({
 @mcp.tool()
 async def get_parcel_identifier_json(latitude: float, longitude: float) -> str:
     """
+    Retrieve parcel identifier information in JSON format for a given geographic location. -- ST PORCHAIRE
     Args:
         latitude (float): Latitude of the point of interest.
     Useful for reverse-geocoding a location to its cadastral reference.
     """
     params = {"latitude": latitude, "longitude": longitude}
+    return make_api_request("/tools/parcel-identifier.json", params)[:20000]
 @mcp.tool()
 async def get_cadastral_parcels(
     This tool enables searching for cadastral parcels using various administrative and parcel-specific filters.
     Useful for exploring land registry data at different levels of granularity.
+    Using a single postal_code, gives every cadastral parcels codes in that city, for example.
     """
     params = {"page": page}
     if code: params["code"] = code
     """
     return make_api_request(f"/geographical-references/cadastral-parcels/{parcel_id}.json")
 @mcp.tool()
 async def get_cadastral_parcel_prices(postal_code: str = None, city: str = None, department: str = None) -> str:
     """
+    Retrieve cadastral parcel price information, filtered by postal code, city, or department,
     Args:
         postal_code (str, optional): Postal code to filter results.
         str: JSON string with price information for cadastral parcels.
     This tool provides access to price data for cadastral parcels, supporting multiple administrative filters.
+    It is possible, with a postal code and a city name, to get the prices of every cadastral parcel sold in that city and when,
+    for example. So it is possible to know which one is the most expensive or the cheapest.
     """
     params = {}
     if postal_code: params["postal_code"] = postal_code
     if city: params["city"] = city
     if department: params["department"] = department
+    ## FOR DEMO PURPOSES:
+    params["page"] = 2
     return make_api_request("/geographical-references/cadastral-parcel-prices.json", params)
+# geographical-references/cadastral-parcel-prices?postal_code=&city=Saint-Porchaire&department=&page=2
 @mcp.tool()
 async def get_cap_parcels(page: int = 1, city: str = None) -> str:
     """
+    Retrieve a paginated list of CAP (Common Agricultural Policy) parcels,
+    allowing to access the crops available in the filtered city.
     Args:
         page (int, optional): Page number for pagination (default: 1).
     This tool allows you to explore CAP parcels, which are relevant for agricultural policy and subsidy management.
     """
+    return make_api_request(f"/geographical-references/cap-parcels.json?city={city}")
 @mcp.tool()
 async def get_municipalities(page: int = 1, country: str = None, city: str = None) -> str:
     return make_api_request("/phytosanitary/cropsets.json", params)
 @mcp.tool()
+async def get_phytosanitary_products(page: int = 1) -> str:
     """
+    Retrieve a paginated list of phytosanitary products, and returns:
+     Name
+     firm
+     Type
+     Active compounds
+     Usage state
     Args:
         page (int, optional): Page number for pagination (default: 1).
     This tool is useful for exploring available plant protection products and their regulatory status.
     """
+    return make_api_request("/phytosanitary/products.json")
 @mcp.tool()
 async def get_phytosanitary_symbols(page: int = 1) -> str:
     Args:
         page (int, optional): Page number for pagination (default: 1).
+        species (str, optional): Species name to filter seed varieties, ALWAYS IN CAPITAL LETTERS, e.g for "avoine", use "AVOINE",
+        to find the right species, for example "AVOINE". Then varieties will be filtered.
     Returns:
         str: JSON string containing seed varieties matching the filters.
     if species: params["species"] = species
     return make_api_request("/seeds/varieties.json", params)
 @mcp.tool()
 async def get_vine_varieties(page: int = 1, category: str = None, color: str = None) -> str:
     """
     if end: params["end"] = end
     return make_api_request(f"/weather/stations/{station_code}/hourly-reports.json", params)
 @mcp.tool()
 async def get_cadastral_parcel_geolocation(parcel_id: str) -> str:
     """
     return make_api_request(f"/geographical-references/municipalities/{municipality_id}/cadastre.geojson")
 if __name__ == "__main__":
     mcp.run(transport='stdio')

lexicon.txt DELETED Viewed

@@ -1 +0,0 @@

- {"@id":"http://lexicon.osfarm.org/weather/stations.json","title":"Stations météorologiques","breadcrumbs":[{"@type":"Link","value":"Accueil","method":"GET","href":"/"},{"@type":"Link","value":"Météorologie","method":"GET","href":"/weather"}],"form":{"country":{"@type":"Select","label":"Pays","options":{"FR":"France"},"required":false},"name":{"@type":"Text","label":"Nom","required":false}},"table":{"columns":{"country":"Pays","code":"Code station","name":"Nom","elevation":"Élévation","details":"Détails"},"rows":[{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01014002"},"name":{"@type":"Text","label":"Nom","value":"ARBENT"},"elevation":{"@type":"Number","label":"Élévation","value":534,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01014002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01027003"},"name":{"@type":"Text","label":"Nom","value":"BALAN_AERO"},"elevation":{"@type":"Number","label":"Élévation","value":196,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01027003"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01034004"},"name":{"@type":"Text","label":"Nom","value":"BELLEY"},"elevation":{"@type":"Number","label":"Élévation","value":330,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01034004"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01064001"},"name":{"@type":"Text","label":"Nom","value":"VERIZIEU"},"elevation":{"@type":"Number","label":"Élévation","value":281,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01064001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01071001"},"name":{"@type":"Text","label":"Nom","value":"CESSY"},"elevation":{"@type":"Number","label":"Élévation","value":507,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01071001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01072001"},"name":{"@type":"Text","label":"Nom","value":"CEYZERIAT_SAPC"},"elevation":{"@type":"Number","label":"Élévation","value":260,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01072001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01089001"},"name":{"@type":"Text","label":"Nom","value":"AMBERIEU"},"elevation":{"@type":"Number","label":"Élévation","value":250,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01089001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01143002"},"name":{"@type":"Text","label":"Nom","value":"DIVONNE ZA"},"elevation":{"@type":"Number","label":"Élévation","value":467,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01143002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01200002"},"name":{"@type":"Text","label":"Nom","value":"LA BALME SUR CERDON_SAPC"},"elevation":{"@type":"Number","label":"Élévation","value":596,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01200002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01235001"},"name":{"@type":"Text","label":"Nom","value":"MARLIEUX"},"elevation":{"@type":"Number","label":"Élévation","value":280,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01235001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01247003"},"name":{"@type":"Text","label":"Nom","value":"MIJOUX"},"elevation":{"@type":"Number","label":"Élévation","value":1002,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01247003"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01269001"},"name":{"@type":"Text","label":"Nom","value":"NANTUA"},"elevation":{"@type":"Number","label":"Élévation","value":483,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01269001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01367002"},"name":{"@type":"Text","label":"Nom","value":"SAINT JULIEN SUR REYSSOUZE"},"elevation":{"@type":"Number","label":"Élévation","value":189,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01367002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01384003"},"name":{"@type":"Text","label":"Nom","value":"ST RAMBERT CG01"},"elevation":{"@type":"Number","label":"Élévation","value":296,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01384003"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"01414001"},"name":{"@type":"Text","label":"Nom","value":"SUTRIEU"},"elevation":{"@type":"Number","label":"Élévation","value":878,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR01414001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02037002"},"name":{"@type":"Text","label":"Nom","value":"AULNOIS-SS-LAON"},"elevation":{"@type":"Number","label":"Élévation","value":78,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02037002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02058001"},"name":{"@type":"Text","label":"Nom","value":"BEAURIEUX"},"elevation":{"@type":"Number","label":"Élévation","value":56,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02058001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02077001"},"name":{"@type":"Text","label":"Nom","value":"BERZY-LE-SEC"},"elevation":{"@type":"Number","label":"Élévation","value":147,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02077001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02094001"},"name":{"@type":"Text","label":"Nom","value":"BLESMES"},"elevation":{"@type":"Number","label":"Élévation","value":222,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02094001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02110002"},"name":{"@type":"Text","label":"Nom","value":"BRAINE"},"elevation":{"@type":"Number","label":"Élévation","value":61,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02110002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02173002"},"name":{"@type":"Text","label":"Nom","value":"CHAUNY"},"elevation":{"@type":"Number","label":"Élévation","value":83,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02173002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02320001"},"name":{"@type":"Text","label":"Nom","value":"ST QUENTIN"},"elevation":{"@type":"Number","label":"Élévation","value":98,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02320001"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02321002"},"name":{"@type":"Text","label":"Nom","value":"FONTAINE-LES-VV"},"elevation":{"@type":"Number","label":"Élévation","value":186,"unit":"m"},"details":{"@type":"Link","label":"Relevés horaires","value":"Voir","method":"GET","href":"/weather/stations/FR02321002"}},{"country":{"@type":"Text","label":"Pays","value":"France"},"code":{"@type":"Text","label":"Code station","value":"02346001"},"name":{"@type":"Text","label":"Nom","value":"GIZY"},"elevation":{"@type":"Number","label":"Élévation","value":75,"unit":"m"},"details":{"@type":"Link","label":"Relevés 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