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@jravenel jravenel commented Mar 2, 2025

Description

This PR introduces a comprehensive Bitcoin agent that provides users with a natural language interface to Bitcoin-related information, price data, and transaction analysis. It includes several integrated components forming a complete solution.

Key Features

1. Bitcoin Agent

  • Created a specialized agent with Bitcoin-specific knowledge and capabilities
  • Implemented model selection framework to support multiple LLM providers
  • Added tools for price queries, transaction analysis, and educational content

2. Analytics Module

  • Implemented Bitcoin price data fetching from reliable sources
  • Added price chart generation with customizable parameters
  • Created price history visualization with trend analysis

3. Transaction Capabilities

  • Added transaction simulation for testing and demonstrations
  • Implemented blockchain data integration for real transaction analysis
  • Created semantic data modeling using the Bitcoin ontology

4. Query Processing

  • Implemented natural language query processing for Bitcoin data
  • Added SPARQL query support for semantic querying
  • Created structured API endpoints for programmatic access

5. Testing and Validation

  • Built a robust price validation framework to ensure accuracy
  • Implemented multi-source consensus validation
  • Added automated tests with configurable tolerance levels
  • Created test result storage for auditing and trend analysis

6. Documentation and Examples

  • Added comprehensive README with usage examples
  • Created example files demonstrating key features
  • Documented supported queries and expected responses

Code Structure

The implementation follows a modular design with the following components:

/src/custom/bitcoin/
├── agent/              # Bitcoin agent implementation
├── analytics/          # Bitcoin price analytics and charts
├── integration/        # Bitcoin blockchain integration 
├── models/             # Model provider for Bitcoin NLP
├── pipeline/           # Data pipelines for Bitcoin transactions
├── tests/              # Testing and validation tools
└── workflow/           # Bitcoin agent workflows

Testing

All components have been thoroughly tested:

  • Unit tests for core functionality
  • Integration tests for component interaction
  • Price validation tests against external sources
  • Manual testing of query processing

The implementation includes Makefile targets for easy testing:

make test-bitcoin-price     # Test against single source
make test-bitcoin-consensus # Test against multiple sources

Related Issues

Closes #XXX (Bitcoin Agent Implementation)
Relates to #YYY (Specialized Agents Framework)

Screenshots

TBD

@jravenel jravenel linked an issue Mar 2, 2025 that may be closed by this pull request
@jravenel jravenel requested a review from Dr0p42 March 2, 2025 22:19
jravenel added 11 commits March 5, 2025 06:02
…nging 'triple_store' to 'triplestore' and 'vector_store' to 'vectorstore' for consistency
…torstore' for consistency across documentation
- Added `chat-bitcoin-agent` command to the Makefile for running the Bitcoin agent.
- Introduced test commands for Bitcoin price validation and consensus checks.
- Removed the Bitcoin module and its components, including analytics, integration, models, and workflows, to streamline the codebase.
- Added a check to skip loading agents if a .skip file is present in the module directory.
- Updated the docstring for the __load_agents method to clarify its purpose.
- Introduced a .skip file in the example module to indicate that it should be skipped during automatic loading.
- This file serves as a template for new modules, ensuring they are not loaded into the system by default.
- Replaced the Bitcoin agent implementation with a new structure under `src/custom/modules/bitcoin`, including assistants, integrations, and pipelines.
- Updated Makefile commands for the Bitcoin agent to use the new module structure.
- Added README and initialization files for the Bitcoin module and its components.
- Removed the old Bitcoin agent directory and its associated files to streamline the codebase.
- Introduced tests for price validation and pipeline functionality to ensure accuracy and reliability.
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Implement Bitcoin Agent with Analytics and Tests/Validation
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