gwillen85

5 ms·

1. 1.▲
   Show HN: WLM – A 70B model trained to decode "I'm fine" with 94.7% accuracy(github.com)

   1 points by gwillen85 8mo ago|0 comments
2. 2.▲
   by gwillen85 11mo ago

   You can execute the above `OPENAI_API_KEY=YOUR_API_KEY amlx run researcher.aml`
3. 3.▲
   by gwillen85 11mo ago

   So on constraints: they're definitely on the roadmap but not in the alpha yet. The syntax like CREATE CONSTRAINT ON (n:Person) ASSERT n.email IS UNIQUE is designed to work, and we've got the error handling infrastructure in place,
4. 4.▲
   by gwillen85 11mo ago

   Thanks! As a Postgres user first, I really appreciate that comparison. Apache AGE does great work. Graph databases are crucial for AI memory, especially paired with vector databases. Graph for relationships, vectors for semantic similarity
5. 5.▲
   by gwillen85 11mo ago

   That's a fair point. We're considering adding JSON as a first-class citizen alongside XML - similar to OpenAPI supporting both JSON and YAML. But you're right that structured output endpoints make JSON generation more reliabl
6. 6.▲
   by gwillen85 11mo ago

   Good question - we're working on case studies for this. My theory: models are heavily trained on HTML/XML and many use XML tags in their own system prompts, so they're naturally fluent in that syntax. Makes nested structures
7. 7.▲
   by gwillen85 11mo ago

   Thanks for the suggestions! I'm familiar with both. Different category though - this is a SQLite extension, not a standalone database. The value prop is: Zero friction - If you're already using SQLite (Python scripts, mobile apps,
8. 8.▲
   by gwillen85 11mo ago

   Great Question! The storage model is just regular SQLite tables. When you create a graph, it makes two backing tables: my_graph_nodes -- id, labels (JSON array), properties (JSON object) my_graph_edges -- id, source, target, edge_type
9. 9.▲
   by gwillen85 11mo ago

   I agree but LLMs are very good at generating XML. Additionally SCXML which AgentML extends has been around and finalized for over 15 years. So generating AgentML works incredibly well.
10. 10.▲
    by gwillen85 11mo ago

    This will also be used in the yet to be released `memlite` which is our first wasm component for AgentML
11. 11.▲
    Show HN: SQLite Graph Ext – Graph database with Cypher queries (alpha)(github.com)

    35 points by gwillen85 11mo ago|17 comments
12. 12.▲
    by gwillen85 11mo ago

    <agentml xmlns="github.com/agentflare-ai/agentml" datamodel="ecmascript"> <state id="respond"> <openai:generate model="grok-4-fast-reasoning&quot
13. 13.▲
    Show HN: AgentML – Deterministic AI Agents (MIT, Alpha)(agentml.dev)

    17 points by gwillen85 11mo ago|3 comments