From 3d3c3046b31cbf4e202e2082dd4df0c6e4593a98 Mon Sep 17 00:00:00 2001 From: vga91 Date: Thu, 2 Oct 2025 12:53:17 +0200 Subject: [PATCH 1/2] Add Pydantic AI documentation --- modules/genai-ecosystem/nav.adoc | 2 + .../pages/genai-frameworks.adoc | 1 + modules/genai-ecosystem/pages/index.adoc | 1 + modules/genai-ecosystem/pages/pydantic.adoc | 179 ++++++++++++++++++ 4 files changed, 183 insertions(+) create mode 100644 modules/genai-ecosystem/pages/pydantic.adoc diff --git a/modules/genai-ecosystem/nav.adoc b/modules/genai-ecosystem/nav.adoc index 178628f..08eeb2a 100644 --- a/modules/genai-ecosystem/nav.adoc +++ b/modules/genai-ecosystem/nav.adoc @@ -28,3 +28,5 @@ // **** link:xxx[Documentation] **** xref:semantic-kernel.adoc[Semantic Kernel] // **** link:xxx[Documentation] +**** xref:pydantic.adoc[Pydantic AI] +// **** link:xxx[Documentation] diff --git a/modules/genai-ecosystem/pages/genai-frameworks.adoc b/modules/genai-ecosystem/pages/genai-frameworks.adoc index 5b0d385..807c6da 100644 --- a/modules/genai-ecosystem/pages/genai-frameworks.adoc +++ b/modules/genai-ecosystem/pages/genai-frameworks.adoc @@ -34,6 +34,7 @@ Neo4j and our community have contributed integrations to many of these framework * xref:langchain4j.adoc[LangChain4j] * xref:haystack.adoc[Haystack] * xref:semantic-kernel.adoc[Semantic Kernel] +* xref:pydantic.adoc[Pydantic AI] * xref:dspy.adoc[DSPy] == GraphAcademy Courses diff --git a/modules/genai-ecosystem/pages/index.adoc b/modules/genai-ecosystem/pages/index.adoc index 1f5800c..dc51a48 100644 --- a/modules/genai-ecosystem/pages/index.adoc +++ b/modules/genai-ecosystem/pages/index.adoc @@ -90,6 +90,7 @@ You can find overviews of these integrations in the pages of this section, as we * xref:langchain4j.adoc[LangChain4j] * xref:haystack.adoc[Haystack] * xref:semantic-kernel.adoc[Semantic Kernel] +* xref:pydantic.adoc[Pydantic AI] * xref:dspy.adoc[DSPy] == Highlighted Articles diff --git a/modules/genai-ecosystem/pages/pydantic.adoc b/modules/genai-ecosystem/pages/pydantic.adoc new file mode 100644 index 0000000..4c2df2d --- /dev/null +++ b/modules/genai-ecosystem/pages/pydantic.adoc @@ -0,0 +1,179 @@ += Pydantic AI +:slug: pydantic-ai +:author: +:category: genai-ecosystem +:tags: pydantic-ai, mcp, llm, neo4j +:page-pagination: +:page-product: pydantic-ai + +Integration of Neo4j graph database with Pydantic AI. +Neo4j's graph and vector capabilities can be exposed as MCP tools, allowing LLMs to query and modify the database +via a standard protocol over HTTP, SSE, or stdio. + +There are two examples provided: + +* `main.py` — calls the Neo4j tool functions directly (does **not** use MCP transport, but the tools are the same). +* `server.py` + `client.py` — demonstrates a full MCP setup with a FastMCP server exposing Neo4j tools and a client agent using `MCPServerStreamableHTTP` (uses MCP transport). + +== Installation + +[source,bash] +---- +pip install pydantic-ai mcp pydantic-neo4j anyio httpx httpx-sse +---- + +== Example: main.py (direct function calls, no MCP transport) + +[source,python] +---- +from pydantic_neo4j import PydanticNeo4j, NodeModel +from pydantic import BaseModel +import asyncio + +# Neo4j node model +class User(NodeModel): + name: str + email: str + +# Argument models +class CreateUserArgs(BaseModel): + name: str + email: str + +class FindUserArgs(BaseModel): + email: str + +# Neo4j tool +class Neo4jTool: + def __init__(self, uri, user, password): + self.db = PydanticNeo4j(uri=uri, username=user, password=password) + + async def create_user_func(self, name: str, email: str): + new_user = User(name=name, email=email) + await self.db.create_utilities.create_node(model=new_user) + return f"User {new_user.name} with email {new_user.email} created." + + async def find_user_func(self, email: str): + result = await self.db.match_utilities.node_query( + "User", + criteria={"email": email} + ) + if result: + first_user = list(result.values())[0] + return f"Found user: {first_user.name}, {first_user.email}" + return "User not found." + +# Usage +async def main(): + neo4j_tool = Neo4jTool("bolt://localhost:7687", "neo4j", "apoc12345") + print(await neo4j_tool.create_user_func("Giuseppe", "giuseppe@example.com")) + print(await neo4j_tool.find_user_func("giuseppe@example.com")) + +asyncio.run(main()) +---- + +Note: in `main.py` functions are called directly, so it **does not go through MCP**, but the tool logic is the same as in the MCP server. + +== Example: server.py (FastMCP server exposing Neo4j tools) + +[source,python] +---- +from pydantic import BaseModel +from pydantic_neo4j import PydanticNeo4j, NodeModel +from pydantic_ai import Tool +from mcp.server.fastmcp import FastMCP + +# Neo4j node model +class User(NodeModel): + name: str + email: str + +# Argument models +class CreateUserArgs(BaseModel): + name: str + email: str + +class FindUserArgs(BaseModel): + email: str + +# Neo4j tool +class Neo4jTool: + def __init__(self, uri, user, password): + self.db = PydanticNeo4j(uri=uri, username=user, password=password) + + async def create_user_func(self, name: str, email: str): + new_user = User(name=name, email=email) + await self.db.create_utilities.create_node(model=new_user) + return f"User {new_user.name} with email {new_user.email} created." + + async def find_user_func(self, email: str): + result = await self.db.match_utilities.node_query( + "User", + criteria={"email": email} + ) + if result: + first_user = list(result.values())[0] + return f"Found user: {first_user.name}, {first_user.email}" + return "User not found." + +# Instantiate tool +neo4j_tool = Neo4jTool("bolt://localhost:7687", "neo4j", "apoc12345") + +create_user_tool = Tool(function=neo4j_tool.create_user_func, description="Creates a new user") +find_user_tool = Tool(function=neo4j_tool.find_user_func, description="Finds a user") + +# Instantiate FastMCP server +server = FastMCP( + name="Neo4j_MCP_Server", + tools=[create_user_tool, find_user_tool] +) + +if __name__ == "__main__": + # Run with streamable HTTP transport + server.run( + transport="streamable-http", + mount_path="/mcp" + ) +---- + +== Example: client.py (Agent using MCP) + +[source,python] +---- +from pydantic_ai import Agent +from pydantic_ai.mcp import MCPServerStreamableHTTP +import asyncio + +# Connect to the FastMCP server +server = MCPServerStreamableHTTP('http://localhost:8000/mcp') +agent = Agent('google-gla:gemini-2.0-flash', toolsets=[server]) + +async def main(): + async with agent: + # Ask the LLM to compute + result = await agent.run('What is 7 plus 5?') + print(result.output) + #> The answer is 12. + +asyncio.run(main()) +---- + +Note: `client.py` uses the **MCP standard** because it communicates with `server.py` via the `MCPServerStreamableHTTP` toolset. This example shows how an LLM can interact with Neo4j tools using a standard protocol without calling the functions directly. + +== Functionality Includes + +* `Neo4jTool` - wraps Neo4j operations as Python async functions +* `CreateUserArgs` / `FindUserArgs` - argument models for tools +* FastMCP server exposing tools via MCP +* Client agent using MCPServerStreamableHTTP toolset +* LLM integration with Gemini / Google GLA + +== Relevant Links +[cols="1,4"] +|=== +| icon:user[] Authors | https://github.com/akollegger[Andreas Kollegger^] +| icon:comments[] Community Support | https://community.neo4j.com/[Neo4j Online Community^] +| icon:github[] Integration | https://github.com/pydantic-ai/pydantic-ai[GitHub] +| icon:github[] Issues | https://github.com/pydantic-ai/pydantic-ai/issues +| icon:book[] Documentation | https://ai.pydantic.dev/mcp/client/[Docs] +|=== From 98b96850eb1afc1a086b05ceb42040fcbfb308ac Mon Sep 17 00:00:00 2001 From: vga91 Date: Wed, 17 Dec 2025 11:40:27 +0100 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z@HyaO+lj!7t`n?dW|d$nagvTu0Wt#iX*cc{b(U0jh%SEx^;S&HfZt z{lNuW_YAx#c>=IXDQSB>ooFbWA!*7wEUq1LQCK6$a{`W5U;gE3#31w)LYx(>3%J+? zhb8m49rj*3oM!9bCr28fGy%pB?;pjhcLeqTNC~S%M~#s$KlVLVSJ%%`@;*1nrgaO( z68<@W$R}-M@cz_Wn{+Fu!1kPy(OkzGT8E@bxDcHRFe5uC)$6O;=j#sqQt~sQeHZ*W Nt7r04_GyP({{|4{v7-P0 literal 0 HcmV?d00001 diff --git a/modules/genai-ecosystem/pages/pydantic.adoc b/modules/genai-ecosystem/pages/pydantic.adoc index 4c2df2d..41085c3 100644 --- a/modules/genai-ecosystem/pages/pydantic.adoc +++ b/modules/genai-ecosystem/pages/pydantic.adoc @@ -10,123 +10,321 @@ Integration of Neo4j graph database with Pydantic AI. Neo4j's graph and vector capabilities can be exposed as MCP tools, allowing LLMs to query and modify the database via a standard protocol over HTTP, SSE, or stdio. -There are two examples provided: +There are two examples provided using the **Neo4j "Companies" Demo Database**: * `main.py` — calls the Neo4j tool functions directly (does **not** use MCP transport, but the tools are the same). -* `server.py` + `client.py` — demonstrates a full MCP setup with a FastMCP server exposing Neo4j tools and a client agent using `MCPServerStreamableHTTP` (uses MCP transport). +* `server.py` + `client.py` — demonstrates a full MCP setup with a FastMCP server exposing Neo4j tools and a client agent using `MCPServerStreamableHTTP`. == Installation [source,bash] ---- -pip install pydantic-ai mcp pydantic-neo4j anyio httpx httpx-sse +pip install pydantic-ai mcp neo4j anyio ---- == Example: main.py (direct function calls, no MCP transport) -[source,python] ----- -from pydantic_neo4j import PydanticNeo4j, NodeModel -from pydantic import BaseModel -import asyncio +This example connects to the public **Companies** demo database and retrieves information using specific Cypher queries. +== The Companies Dataset -# Neo4j node model -class User(NodeModel): - name: str - email: str +The examples below use the public **Companies** demo database (`demo.neo4jlabs.com`). +It contains information about Organizations, People, Articles, and their relationships. -# Argument models -class CreateUserArgs(BaseModel): - name: str - email: str +To understand the graph schema, you can run the visualization command: -class FindUserArgs(BaseModel): - email: str +[source,cypher] +---- +CALL db.schema.visualization() +---- -# Neo4j tool -class Neo4jTool: - def __init__(self, uri, user, password): - self.db = PydanticNeo4j(uri=uri, username=user, password=password) - - async def create_user_func(self, name: str, email: str): - new_user = User(name=name, email=email) - await self.db.create_utilities.create_node(model=new_user) - return f"User {new_user.name} with email {new_user.email} created." - - async def find_user_func(self, email: str): - result = await self.db.match_utilities.node_query( - "User", - criteria={"email": email} - ) - if result: - first_user = list(result.values())[0] - return f"Found user: {first_user.name}, {first_user.email}" - return "User not found." +The schema visualization given by the command above is this: -# Usage -async def main(): - neo4j_tool = Neo4jTool("bolt://localhost:7687", "neo4j", "apoc12345") - print(await neo4j_tool.create_user_func("Giuseppe", "giuseppe@example.com")) - print(await neo4j_tool.find_user_func("giuseppe@example.com")) +image::companies-db-schema-viz.png[width=600, align=center] -asyncio.run(main()) ----- +While the output of `CALL apoc.meta.schema()`, which provides detailed metadata about nodes and relationships, is available below: -Note: in `main.py` functions are called directly, so it **does not go through MCP**, but the tool logic is the same as in the MCP server. -== Example: server.py (FastMCP server exposing Neo4j tools) +[source,json] +---- +{ + "HAS_COMPETITOR": { + "count": 8212, + "properties": {}, + "type": "relationship" + }, + "HAS_CHUNK": { + "count": 108112, + "properties": {}, + "type": "relationship" + }, + "HAS_BOARD_MEMBER": { + "count": 5978, + "properties": {}, + "type": "relationship" + }, + + "IndustryCategory": { + "count": 258, + "labels": [], + "properties": { + "id": { "unique": true, "indexed": true, "type": "STRING", "existence": false }, + "name": { "unique": false, "indexed": false, "type": "STRING", "existence": false } + }, + "type": "node", + "relationships": { + "HAS_CATEGORY": { "count": 225, "direction": "in", "labels": ["Organization"], "properties": {} } + } + }, + "HAS_INVESTOR": { + "count": 10645, + "properties": {}, + "type": "relationship" + }, + "Organization": { + "count": 46088, + "labels": [], + "properties": { + "summary": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "isDissolved": { "unique": false, "indexed": false, "type": "BOOLEAN", "existence": false }, + "id": { "unique": true, "indexed": true, "type": "STRING", "existence": false }, + "diffbotId": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "nbrEmployees": { "unique": false, "indexed": false, "type": "INTEGER", "existence": false }, + "name": { "unique": false, "indexed": true, "type": "STRING", "existence": false }, + "motto": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "isPublic": { "unique": false, "indexed": false, "type": "BOOLEAN", "existence": false }, + "revenue": { "unique": false, "indexed": false, "type": "FLOAT", "existence": false } + }, + "type": "node", + "relationships": { + "HAS_COMPETITOR": { "count": 68, "direction": "out", "labels": ["Organization"], "properties": {} }, + "HAS_BOARD_MEMBER": { "count": 0, "direction": "out", "labels": ["Person"], "properties": {} }, + "MENTIONS": { "count": 2316, "direction": "in", "labels": ["Article"], "properties": {} }, + "HAS_CEO": { "count": 0, "direction": "out", "labels": ["Person"], "properties": {} }, + "HAS_SUBSIDIARY": { "count": 9, "direction": "out", "labels": ["Organization"], "properties": {} }, + "HAS_INVESTOR": { "count": 60, "direction": "out", "labels": ["Person", "Organization"], "properties": {} }, + "HAS_CATEGORY": { "count": 0, "direction": "out", "labels": ["IndustryCategory"], "properties": {} }, + "HAS_SUPPLIER": { "count": 124, "direction": "out", "labels": ["Organization"], "properties": {} }, + "IN_CITY": { "count": 0, "direction": "out", "labels": ["City"], "properties": {} } + } + }, + "Country": { + "count": 119, + "labels": [], + "properties": { + "summary": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "id": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "name": { "unique": false, "indexed": false, "type": "STRING", "existence": false } + }, + "type": "node", + "relationships": { + "IN_COUNTRY": { "count": 1129, "direction": "in", "labels": ["City"], "properties": {} } + } + }, + "City": { + "count": 9131, + "labels": [], + "properties": { + "summary": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "id": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "name": { "unique": false, "indexed": false, "type": "STRING", "existence": false } + }, + "type": "node", + "relationships": { + "IN_COUNTRY": { "count": 0, "direction": "out", "labels": ["Country"], "properties": {} }, + "IN_CITY": { "count": 598, "direction": "in", "labels": ["Organization"], "properties": {} } + } + }, + "Article": { + "count": 65578, + "labels": [], + "properties": { + "summary": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "id": { "unique": true, "indexed": true, "type": "STRING", "existence": false }, + "sentiment": { "unique": false, "indexed": false, "type": "FLOAT", "existence": false }, + "author": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "title": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "date": { "unique": false, "indexed": false, "type": "DATE_TIME", "existence": false }, + "siteName": { "unique": false, "indexed": false, "type": "STRING", "existence": false } + }, + "type": "node", + "relationships": { + "HAS_CHUNK": { "count": 0, "direction": "out", "labels": ["Chunk"], "properties": {} }, + "MENTIONS": { "count": 0, "direction": "out", "labels": ["Organization"], "properties": {} } + } + }, + "HAS_PARENT": { "count": 75, "properties": {}, "type": "relationship" }, + "MENTIONS": { "count": 138800, "properties": {}, "type": "relationship" }, + "HAS_CEO": { "count": 1900, "properties": {}, "type": "relationship" }, + "HAS_SUBSIDIARY": { "count": 24869, "properties": {}, "type": "relationship" }, + "HAS_CHILD": { "count": 49, "properties": {}, "type": "relationship" }, + "IN_COUNTRY": { "count": 9052, "properties": {}, "type": "relationship" }, + "HAS_CATEGORY": { "count": 9905, "properties": {}, "type": "relationship" }, + "HAS_SUPPLIER": { "count": 36184, "properties": {}, "type": "relationship" }, + "Chunk": { + "count": 108112, + "labels": [], + "properties": { + "id": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "text": { "unique": false, "indexed": true, "type": "STRING", "existence": false }, + "embedding": { "unique": false, "indexed": false, "type": "LIST", "existence": false } + }, + "type": "node", + "relationships": { + "HAS_CHUNK": { "count": 1738, "direction": "in", "labels": ["Article"], "properties": {} } + } + }, + "Person": { + "count": 8064, + "labels": [], + "properties": { + "summary": { "unique": false, "indexed": false, "type": "STRING", "existence": false }, + "id": { "unique": true, "indexed": true, "type": "STRING", "existence": false }, + "name": { "unique": false, "indexed": true, "type": "STRING", "existence": false } + }, + "type": "node", + "relationships": { + "HAS_PARENT": { "count": 4, "direction": "out", "labels": ["Person"], "properties": {} }, + "HAS_BOARD_MEMBER": { "count": 131, "direction": "in", "labels": ["Organization"], "properties": {} }, + "HAS_CEO": { "count": 45, "direction": "in", "labels": ["Organization"], "properties": {} }, + "HAS_CHILD": { "count": 2, "direction": "out", "labels": ["Person"], "properties": {} }, + "HAS_INVESTOR": { "count": 221, "direction": "in", "labels": ["Organization"], "properties": {} } + } + }, + "IN_CITY": { "count": 36200, "properties": {}, "type": "relationship" } +} +---- -[source,python] +== Installation + +[source,bash] +---- +pip install pydantic-ai mcp neo4j anyio ---- -from pydantic import BaseModel -from pydantic_neo4j import PydanticNeo4j, NodeModel -from pydantic_ai import Tool -from mcp.server.fastmcp import FastMCP -# Neo4j node model -class User(NodeModel): - name: str - email: str +== Example: main.py (direct function calls, no MCP transport) -# Argument models -class CreateUserArgs(BaseModel): - name: str - email: str +This example connects to the public **Companies** demo database and retrieves information using specific Cypher queries. -class FindUserArgs(BaseModel): - email: str +[source,python] +---- +from neo4j import GraphDatabase +import asyncio -# Neo4j tool +# Neo4j Tool Wrapper class Neo4jTool: def __init__(self, uri, user, password): - self.db = PydanticNeo4j(uri=uri, username=user, password=password) + self.driver = GraphDatabase.driver(uri, auth=(user, password)) + + def close(self): + self.driver.close() + + async def search_companies(self, search_term: str) -> str: + """ + List of Companies (company_id, name, summary) by fulltext search. + """ + query = """ + CALL db.index.fulltext.queryNodes('entity', $search, {limit: 5}) + YIELD node as c, score WHERE c:Organization + AND NOT EXISTS { (c)<-[:HAS_SUBSIDARY]-() } + RETURN c.id as company_id, c.name as name, c.summary as summary + """ + try: + results, _, _ = self.driver.execute_query(query, search=search_term) + if not results: + return f"No companies found matching '{search_term}'." + return "\n".join([f"Name: {r['name']}, Summary: {r['summary'][:100]}..." for r in results]) + except Exception as e: + return f"Error: {e}" + + async def get_companies_in_industry(self, industry: str) -> str: + """ + Companies (company_id, name, summary) in a given industry by industry name. + """ + query = """ + MATCH (:IndustryCategory {name:$industry})<-[:HAS_CATEGORY]-(c) + WHERE NOT EXISTS { (c)<-[:HAS_SUBSIDARY]-() } + RETURN c.id as company_id, c.name as name, c.summary as summary + LIMIT 5 + """ + try: + results, _, _ = self.driver.execute_query(query, industry=industry) + if not results: + return f"No companies found in industry '{industry}'." + return "\n".join([f"Name: {r['name']}" for r in results]) + except Exception as e: + return f"Error: {e}" + +# Usage +async def main(): + # Connect to the public demo database + neo4j_tool = Neo4jTool("neo4j+s://demo.neo4jlabs.com", "companies", "companies") + + try: + print("--- Search for 'Patagonia' ---") + print(await neo4j_tool.search_companies("Patagonia")) + + print("\n--- Find 'Retail' Companies ---") + print(await neo4j_tool.get_companies_in_industry("Retail")) + finally: + neo4j_tool.close() - async def create_user_func(self, name: str, email: str): - new_user = User(name=name, email=email) - await self.db.create_utilities.create_node(model=new_user) - return f"User {new_user.name} with email {new_user.email} created." +asyncio.run(main()) +---- - async def find_user_func(self, email: str): - result = await self.db.match_utilities.node_query( - "User", - criteria={"email": email} - ) - if result: - first_user = list(result.values())[0] - return f"Found user: {first_user.name}, {first_user.email}" - return "User not found." +== Example: server.py (FastMCP server exposing Neo4j tools) -# Instantiate tool -neo4j_tool = Neo4jTool("bolt://localhost:7687", "neo4j", "apoc12345") +Here we expose the company retrieval tools via the Model Context Protocol (MCP). -create_user_tool = Tool(function=neo4j_tool.create_user_func, description="Creates a new user") -find_user_tool = Tool(function=neo4j_tool.find_user_func, description="Finds a user") +[source,python] +---- +from mcp.server.fastmcp import FastMCP +from neo4j import GraphDatabase + +# Initialize Neo4j Driver +# Using the public 'companies' demo database +driver = GraphDatabase.driver("neo4j+s://demo.neo4jlabs.com", auth=("companies", "companies")) # Instantiate FastMCP server -server = FastMCP( - name="Neo4j_MCP_Server", - tools=[create_user_tool, find_user_tool] -) +server = FastMCP(name="Neo4j_Companies_Server") + +@server.tool() +async def search_companies(search_term: str) -> str: + """ + Search for companies by name using fulltext search. + Useful when the user asks for a specific company name. + """ + query = """ + CALL db.index.fulltext.queryNodes('entity', $search, {limit: 5}) + YIELD node as c, score WHERE c:Organization + AND NOT EXISTS { (c)<-[:HAS_SUBSIDARY]-() } + RETURN c.id as company_id, c.name as name, c.summary as summary + """ + try: + results, _, _ = driver.execute_query(query, search=search_term) + if not results: + return "No companies found." + return "\n".join([f"Name: {r['name']}, Summary: {r['summary']}" for r in results]) + except Exception as e: + return f"Database error: {e}" + +@server.tool() +async def get_companies_in_industry(industry: str) -> str: + """ + Find companies belonging to a specific industry (e.g., 'Retail', 'Technology'). + """ + query = """ + MATCH (:IndustryCategory {name:$industry})<-[:HAS_CATEGORY]-(c) + WHERE NOT EXISTS { (c)<-[:HAS_SUBSIDARY]-() } + RETURN c.id as company_id, c.name as name, c.summary as summary + LIMIT 10 + """ + try: + results, _, _ = driver.execute_query(query, industry=industry) + if not results: + return f"No companies found in {industry}." + return "\n".join([f"Name: {r['name']}" for r in results]) + except Exception as e: + return f"Database error: {e}" if __name__ == "__main__": # Run with streamable HTTP transport @@ -138,6 +336,8 @@ if __name__ == "__main__": == Example: client.py (Agent using MCP) +The agent now uses the MCP server to answer business questions about companies. + [source,python] ---- from pydantic_ai import Agent @@ -150,21 +350,25 @@ agent = Agent('google-gla:gemini-2.0-flash', toolsets=[server]) async def main(): async with agent: - # Ask the LLM to compute - result = await agent.run('What is 7 plus 5?') + # Ask the LLM a question that requires the Neo4j tools + # It should decide to use 'get_companies_in_industry' + result = await agent.run('Find me some companies in the Retail industry.') print(result.output) - #> The answer is 12. + #> Here are some companies in the Retail industry: + #> 1. Walmart + #> 2. Patagonia + #> ... asyncio.run(main()) ---- -Note: `client.py` uses the **MCP standard** because it communicates with `server.py` via the `MCPServerStreamableHTTP` toolset. This example shows how an LLM can interact with Neo4j tools using a standard protocol without calling the functions directly. +Note: `client.py` uses the **MCP standard** to discover the tools exposed by `server.py` and execute them to answer the prompt. == Functionality Includes -* `Neo4jTool` - wraps Neo4j operations as Python async functions -* `CreateUserArgs` / `FindUserArgs` - argument models for tools -* FastMCP server exposing tools via MCP +* `Neo4jTool` - wraps Neo4j Cypher operations +* FastMCP server exposing graph database tools via MCP +* Real-world "Companies" dataset queryable via public demo credentials * Client agent using MCPServerStreamableHTTP toolset * LLM integration with Gemini / Google GLA @@ -176,4 +380,4 @@ Note: `client.py` uses the **MCP standard** because it communicates with `server | icon:github[] Integration | https://github.com/pydantic-ai/pydantic-ai[GitHub] | icon:github[] Issues | https://github.com/pydantic-ai/pydantic-ai/issues | icon:book[] Documentation | https://ai.pydantic.dev/mcp/client/[Docs] -|=== +|=== \ No newline at end of file