Commit Graph

12 Commits

Author SHA1 Message Date
ARYAN
fd15656304 Langgraph (#78)
# Pull Request Description

## Related Issue
Fixes #61

## Changes Made
This PR adds the following changes:
- Added a new example demonstrating LangGraph integration with Solana
Agent Kit
- Implemented a multi-agent system with specialized agents for different
tasks
- Added state management and routing logic using LangGraph's StateGraph
- Integrated Tavily search capabilities for enhanced general-purpose
queries
- Added support for token swaps using Jupiter DEX
- Implemented TypeScript-based project structure with full type safety
- Added comprehensive documentation and architecture diagram

## Implementation Details
- Created a directed workflow using StateGraph with the following
components:
  - Manager Agent: Handles query classification and routing
- General Agent: Processes basic queries with Tavily search integration
  - Transfer/Swap Agent: Handles token transfers and DEX operations
  - Read Agent: Manages blockchain data queries
- Implemented state management using LangGraph annotations for query
classification
- Added environment-based configuration for API keys and RPC endpoints
- Integrated with external dependencies:
  - @langchain/community v0.3.20
  - @langchain/core v0.3.26
  - @langchain/langgraph v0.2.36
  - solana-agent-kit v1.3.0
- Set up TypeScript configuration with ESM support

## Architecture

<img width="801" alt="Screenshot 2024-12-27 at 5 59 26 PM"
src="https://github.com/user-attachments/assets/a90597ac-3bfc-47e1-b1de-5a17a3de106b"
/>


## Transaction executed by agent 
Example transaction: 


## Additional Notes
- The implementation follows a modular architecture as shown in the
architecture diagram
- Supports both read and write operations on the Solana blockchain
- Includes comprehensive error handling and type safety
- Provides flexible configuration through environment variables
- Project structure follows best practices with clear separation of
concerns
- Includes example queries for testing different agent pathways

## Checklist
- [x] I have tested these changes locally
- [x] I have updated the documentation
- [x] I have added a transaction link
- [x] I have added the prompt used to test it
2024-12-28 02:25:28 +05:30
Arpit Singh Bhatia
592c4987df fix 2024-12-28 02:00:49 +05:30
Arpit Singh Bhatia
9de0153b9e readme 2024-12-28 01:41:17 +05:30
Deepak
e9c1d3067a added architecture 2024-12-27 18:02:54 +05:30
Deepak
041953c1d5 Added documentation 2024-12-27 17:45:28 +05:30
Deepak
a537716d99 fin 2024-12-27 17:41:12 +05:30
Deepak
3cdd45d623 added write functionalities ie, swap and transfer 2024-12-27 16:53:12 +05:30
Arpit Singh Bhatia
86e96023b7 persistance agent: 2024-12-27 16:03:56 +05:30
Arpit Singh Bhatia
bf28aa3f66 implemented a simple next js repo to run agent kit 2024-12-27 15:32:31 +05:30
Deepak
ab9259d4e2 added pnpm 2024-12-27 15:12:27 +05:30
Deepak
954e49e08e seperated the dependencies from the main project 2024-12-27 14:44:21 +05:30
Deepak
45d5ad21a7 init 2024-12-27 14:14:17 +05:30