laconiq-ai/tekmyra

Prove a pipeline keeps original context when terminal verification refuses 20 days ago

good first issue help wanted

3

Context compression for LLM pipelines that proves nothing protected was lost before it emits, and refuses when it cannot. Refusals count against the published numbers. Paper, benchmarks and receipts ship with the code. Open core by LaconIQ. Apache-2.0.

Python

#apache-2-0#compression#context-compression#llm#machine-learning#prompt-compression#prompt-engineering#python#rag

Replicate the long_context_v1 benchmark and publish the complete run record 21 days ago

good first issue help wanted

laconiq-ai/tekmyra

3

Context compression for LLM pipelines that proves nothing protected was lost before it emits, and refuses when it cannot. Refusals count against the published numbers. Paper, benchmarks and receipts ship with the code. Open core by LaconIQ. Apache-2.0.

Python

#apache-2-0#compression#context-compression#llm#machine-learning#prompt-compression#prompt-engineering#python#rag

Contribute five original fixtures for retrieved context with citations and identifiers 21 days ago

good first issue help wanted

laconiq-ai/tekmyra

3

Context compression for LLM pipelines that proves nothing protected was lost before it emits, and refuses when it cannot. Refusals count against the published numbers. Paper, benchmarks and receipts ship with the code. Open core by LaconIQ. Apache-2.0.

Python

#apache-2-0#compression#context-compression#llm#machine-learning#prompt-compression#prompt-engineering#python#rag

Add a reproducible integration test for one public Python retrieval pipeline 21 days ago

good first issue help wanted

laconiq-ai/tekmyra

3

Context compression for LLM pipelines that proves nothing protected was lost before it emits, and refuses when it cannot. Refusals count against the published numbers. Paper, benchmarks and receipts ship with the code. Open core by LaconIQ. Apache-2.0.

Python

#apache-2-0#compression#context-compression#llm#machine-learning#prompt-compression#prompt-engineering#python#rag

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