{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Fork: NousResearch/litellm","description":"Nous Research fork signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12","json_url":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12/signal.json","generated_at":"2026-06-11T02:54:13.118324+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12","signal_json":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12/signal.json","source":"https://github.com/NousResearch/litellm","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/forks","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research forked NousResearch/litellm (forked from BerriAI/litellm). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/litellm · parent BerriAI/litellm · Routine fork with low stars. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","signal_desk":"forks","source_context":{"source_url":"https://github.com/NousResearch/litellm","source_host":"github.com","occurred_at":"2025-05-19T00:38:12+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source","context":"forked from BerriAI/litellm"},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"forks","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"NousResearch/litellm","source":"source"},{"label":"Parent","value":"BerriAI/litellm","source":"source"},{"label":"Stars","value":"9","source":"traction"},{"label":"Notability","value":"Routine fork with low stars","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NousResearch/litellm"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T02:54:13.118324+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/forks/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","evidence_focus":["forked parent repo","repo owner","language","description","stars","org and recency"],"extraction_questions":["Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Which low-profile forks could precede a release or hiring wave?","Which labs are converging on the same technical adjacency?"],"signal_questions":["What upstream dependency or technical adjacency does this fork reveal?","Which upstream projects are repeated across labs?","Which forks point to evals, agents, infrastructure, model tooling, or data pipelines?","Do the 6 related fork signals show a repeated pattern?"],"output_fields":["org","upstream_repo","language","technical_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12/signal.json","required":true},{"label":"source","url":"https://github.com/NousResearch/litellm","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/forks/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Nous Research's fork signal \"NousResearch/litellm\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/litellm","text":"Nous Research forked NousResearch/litellm."},{"subject":"NousResearch/litellm","predicate":"is classified as","object":"fork signal","text":"NousResearch/litellm is classified as fork signal."},{"subject":"NousResearch/litellm","predicate":"belongs to","object":"forks desk","text":"NousResearch/litellm belongs to forks desk."},{"subject":"NousResearch/litellm","predicate":"has context","object":"forked from BerriAI/litellm","text":"NousResearch/litellm has context forked from BerriAI/litellm."},{"subject":"NousResearch/litellm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/litellm has evidence coverage 1 captured evidence page."},{"subject":"NousResearch/litellm","predicate":"has captured page count","object":"1","text":"NousResearch/litellm has captured page count 1."},{"subject":"NousResearch/litellm","predicate":"has readable page count","object":"1","text":"NousResearch/litellm has readable page count 1."},{"subject":"NousResearch/litellm","predicate":"has related signal count","object":"6","text":"NousResearch/litellm has related signal count 6."},{"subject":"NousResearch/litellm","predicate":"has analysis playbook objective","object":"Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.","text":"NousResearch/litellm has analysis playbook objective Turn fork activity into a map of upstream tools, libraries, model utilities, agent frameworks, and research dependencies being inspected or adapted.."},{"subject":"NousResearch/litellm","predicate":"has source host","object":"github.com","text":"NousResearch/litellm has source host github.com."},{"subject":"NousResearch/litellm","predicate":"has lab","object":"Nous Research","text":"NousResearch/litellm has lab Nous Research."},{"subject":"NousResearch/litellm","predicate":"has signal desk","object":"forks","text":"NousResearch/litellm has signal desk forks."},{"subject":"NousResearch/litellm","predicate":"has source host","object":"github.com","text":"NousResearch/litellm has source host github.com."},{"subject":"NousResearch/litellm","predicate":"has repository","object":"NousResearch/litellm","text":"NousResearch/litellm has repository NousResearch/litellm."},{"subject":"NousResearch/litellm","predicate":"has parent","object":"BerriAI/litellm","text":"NousResearch/litellm has parent BerriAI/litellm."},{"subject":"NousResearch/litellm","predicate":"has stars","object":"9","text":"NousResearch/litellm has stars 9."},{"subject":"NousResearch/litellm","predicate":"has notability","object":"Routine fork with low stars","text":"NousResearch/litellm has notability Routine fork with low stars."},{"subject":"NousResearch/litellm","predicate":"has watch term","object":"Eval methodology","text":"NousResearch/litellm has watch term Eval methodology."}]},"intelligence":{"signal_desk":"forks","answer":"Nous Research forked NousResearch/litellm (forked from BerriAI/litellm). This fork signal points to upstream code the lab may be inspecting, patching, or building on. High-signal details: repo NousResearch/litellm · parent BerriAI/litellm · Routine fork with low stars. onlylabs links this event to 1 captured evidence page and 6 related fork signals.","semantic_triples":[{"subject":"Nous Research","predicate":"forked","object":"NousResearch/litellm","text":"Nous Research forked NousResearch/litellm."},{"subject":"NousResearch/litellm","predicate":"is classified as","object":"fork signal","text":"NousResearch/litellm is classified as fork signal."},{"subject":"NousResearch/litellm","predicate":"belongs to","object":"forks desk","text":"NousResearch/litellm belongs to forks desk."},{"subject":"NousResearch/litellm","predicate":"has context","object":"forked from BerriAI/litellm","text":"NousResearch/litellm has context forked from BerriAI/litellm."},{"subject":"NousResearch/litellm","predicate":"has evidence coverage","object":"1 captured evidence page","text":"NousResearch/litellm has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ff31bfb5-b574-4c52-9324-9cd9ccef5e12","url":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12","json_url":"https://onlylabs.fyi/signals/ff31bfb5-b574-4c52-9324-9cd9ccef5e12/signal.json","source_url":"https://github.com/NousResearch/litellm","title":"NousResearch/litellm","summary":"Nous Research forked upstream code. onlylabs watches forks for tooling, infrastructure, research dependencies, and product-adjacent work.","context":"forked from BerriAI/litellm","kind":{"key":"repo_forked","label":"Fork"},"org":{"slug":"nous","name":"Nous Research","category":"neolab"},"occurred_at":"2025-05-19T00:38:12+00:00","first_seen_at":"2026-06-06T01:49:37.982614+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/NousResearch/litellm"]},"facets":{"repo":"NousResearch/litellm","parent":"BerriAI/litellm"},"traction":{"github_stars":9,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://github.com/NousResearch/litellm","final_url":"https://github.com/NousResearch/litellm","title":"NousResearch/litellm repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T02:54:13.118324+00:00","bytes":39155,"raw_path":"2336b4b2d18e75c5546b7c49e630adb969d85e68f7247d222fa9ee6d232c9a9b.json","content_hash":"3b420270c4b497780725df0f00b7ff4ba2051b5b5d35014b3da2e21231262b99","excerpt_chars":1200,"truncated":true,"excerpt":"NousResearch/litellm Description: Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq] Language: Python License: NOASSERTION Stars: 9 Forks: 1 Open issues: 1 Created: 2025-05-19T00:38:12Z Pushed: 2025-05-23T07:30:03Z Default branch: main Fork: yes Parent repository: BerriAI/litellm Archived: no README:
🚅 LiteLLM
Call all LLM APIs using the OpenAI format [Bedrock, Huggingface, VertexAI, TogetherAI, Azure, OpenAI, Groq etc.]
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