* [Neo4jChatAgent](https://github.com/langroid/langroid/tree/main/langroid/agent/special/neo4j) to chat with a neo4j knowledge-graph. The agent translates user queries to Cypher queries and the queries are
run against an existing, specific knowledge-graph. See [example script](https://github.com/langroid/langroid/tree/main/examples/kg-chat)
* Support for .doc file parsing (in addition to .docx)