From 041953c1d52ff701ffaba483734c26d51d87c411 Mon Sep 17 00:00:00 2001
From: Deepak <deepakkomma@gmail.com>
Date: Fri, 27 Dec 2024 17:45:28 +0530
Subject: [PATCH] Added documentation

---
 README.md                              | 17 +++++++++++++++++
 examples/agent-kit-langgraph/README.md |  4 +++-
 2 files changed, 20 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 6aa9d99..33685e0 100644
--- a/README.md
+++ b/README.md
@@ -202,6 +202,23 @@ const price = await agent.pythFetchPrice(
 console.log("Price in BTC/USD:", price);
 ```
 
+## Examples
+
+### LangGraph Multi-Agent System
+
+The repository includes an advanced example of building a multi-agent system using LangGraph and Solana Agent Kit. Located in `examples/agent-kit-langgraph`, this example demonstrates:
+
+- Multi-agent architecture using LangGraph's StateGraph
+- Specialized agents for different tasks:
+  - General purpose agent for basic queries
+  - Transfer/Swap agent for transaction operations
+  - Read agent for blockchain data queries
+  - Manager agent for routing and orchestration
+- Fully typed TypeScript implementation
+- Environment-based configuration
+
+Check out the [LangGraph example](examples/agent-kit-langgraph) for a complete implementation of an advanced Solana agent system.
+
 ## Dependencies
 
 The toolkit relies on several key Solana and Metaplex libraries:
diff --git a/examples/agent-kit-langgraph/README.md b/examples/agent-kit-langgraph/README.md
index cd4ea37..6bf7836 100644
--- a/examples/agent-kit-langgraph/README.md
+++ b/examples/agent-kit-langgraph/README.md
@@ -6,7 +6,7 @@ This example demonstrates how to build an advanced Solana agent using LangGraph
 
 - Multi-agent architecture using LangGraph's StateGraph
 - Specialized agents for different tasks:
-  - General purpose agent for basic queries
+  - General purpose agent for basic queries (with optional Tavily search integration)
   - Transfer/Swap agent for transaction operations
   - Read agent for blockchain data queries
   - Manager agent for routing and orchestration
@@ -38,6 +38,7 @@ cp .env.example .env
 
 Edit the `.env` file with your configuration:
 - Add your OpenAI API key
+- Add your Tavily API key (optional, enables web search capabilities)
 - Configure any other required environment variables
 
 ## Project Structure
@@ -69,6 +70,7 @@ The example demonstrates a workflow where:
 ## Dependencies
 
 - `@langchain/community`: LangChain community tools and utilities
+  - Includes Tavily search integration for enhanced query responses
 - `@langchain/core`: Core LangChain functionality
 - `@langchain/langgraph`: Graph-based agent workflows
 - `solana-agent-kit`: Solana Agent Kit for blockchain interactions