Intel Owl

please refer to the Changelog

What's Changed

• Ipqs new features by @RamboV in https://github.com/intelowlproject/IntelOwl/pull/3678
• [GSoC 2026] Scaffold chatbot Django app with ChatSession/ChatMessage models (refs #3712) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3715
• [GSoC 2026] Add optional Ollama service via docker override (refs #3711) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3719
• [GSoC 2026] Add LangChain ReAct agent with job tools and REST endpoint (refs #3720) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3722
• [Connectors] Refactor connector testing framework 1 by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3723
• [GSoC 2026] Add endpoint to retrieve a chat session's messages (refs #3725) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3726
• [GSoC 2026] Add chat message retention policy with configurable TTL (refs #3716) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3727
• [GSoC 2026] Add investigation LLM tools to the chatbot agent (refs #3728) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3729
• [Connectors] Fix before_run to fail on partial analyer failures when run_on_failure is False by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3730
• fix(analyzers): handle empty results in Netlas by @Valyrian-Code in https://github.com/intelowlproject/IntelOwl/pull/3734
• [GSoC 2026] Add get_data_model LLM tool to the chatbot agent (refs #3728) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3731
• [Connectors] Refactor YETI to API v2 payload and auth schemas by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3736
• [GSoC 2026] Add analyzer/playbook LLM tools to the chatbot agent (refs #3732) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3740
• Refactor YETI analyzer to match API v2 auth schemas by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3741
• [GSoC 2026] Refactor: split chatbot tool serializers/tests into per-tool packages (refs #3732) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3742
• [GSoC 2026] Add analyze_observable action tool to the chatbot agent (refs #3732) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3744
• [GSoC 2026] Add chatbot WebSocket consumer with token streaming (refs #3756) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3757
• [GSoC 2026] Switch the chatbot agent to native tool calling (refs #3761) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3762
• fix(analyzers): handle empty ASN history in BGPRanking by @Valyrian-Code in https://github.com/intelowlproject/IntelOwl/pull/3733
• [GSoC 2026] Add chat sessions list with backend titles and unlocked navigation by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3765
• fix(frontend): re-sync package-lock.json with package.json (npm ci) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3769
• [GSoC 2026] Proactive chatbot availability (health endpoint + drawer probe) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3768
• [GSoC 2026] Inject current-page context into the chatbot agent (refs #3770) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3771
• [GSoC 2026] Extract system prompt to file with per-tool selection guidance (refs #3774) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3775
• Refactor Connector Testing framework 2: Migrate MISP tests to base connector test framework by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3778
• [GSoC 2026] Add context-aware quick-action buttons to the chat panel (refs #3772) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3773
• [GSoC 2026] feat(chatbot): add per-user rate limiting to REST and WebSocket entry points by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3777
• Refactor MISP Connector Exception Handling Closes #3706 by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3781
• [GSoC 2026] Harden chatbot REST + search_jobs (security-review follow-ups) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3780
• [GSoC 2026] Job tools UI parity: scope with visible_for_user (refs I-2) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3783
• [GSoC 2026] M-1 guardrail backend: analyze_observable preview-only + confirm endpoint by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3787
• [GSoC 2026] M-1 guardrail frontend: analyze Confirm/Cancel card (Refs #3791) by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3792
• [Connectors] Refactor Testing Framework 3: Migrate OpenCTI tests to BaseConnectorTest by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3795
• [GSoC 2026] test(chatbot): E2E chat pipeline + guardrail + ChatPanel full-turn by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3794
• [GSoC 2026] test(chatbot): N+1 query-count guards for the agent tools by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3797
• [Connectors] Remove Legacy monkeypatches and test files by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3799
• Add CVE_Exploitability analyzer (CISA KEV + FIRST EPSS) for CVE observables by @DevamShah in https://github.com/intelowlproject/IntelOwl/pull/3802
• [Connectors] Fix failing connector tests caused due to removal of monkeypatches by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3807
• [GSoC 2026] chatbot: recover from invalid tool arguments by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3809
• fix exiftool failed download by @mlodic in https://github.com/intelowlproject/IntelOwl/pull/3812
• Add RDAP analyzer by @thunderstornX in https://github.com/intelowlproject/IntelOwl/pull/3760
• [Connectors] Implement health check for connectors by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3811
• [GSoC 2026] fix: make '--ollama' start option work in test/dev mode. Closes
  #3829 by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3830
• [GSoC 2026] feat: self-deployed LLM chatbot for natural-language threat intelligence by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3831
• [GSoC 2026] fix(chatbot): round up rate limiter retry_after by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3836
• test(connectors): remove redundant execution logic from test_subclasses (Closes #3838) by @sanjib2006 in https://github.com/intelowlproject/IntelOwl/pull/3839
• Gsoc 2026/connectors by @mlodic in https://github.com/intelowlproject/IntelOwl/pull/3832
• [GSoC 2026] Run --ollama in CI and gate the slow build to develop→master by @berardifra in https://github.com/intelowlproject/IntelOwl/pull/3837
• build(deps): bump pyelftools from 0.31 to 0.33 in /requirements by @dependabot[bot] in https://github.com/intelowlproject/IntelOwl/pull/3820
• build(deps): bump google-cloud-webrisk from 1.20.0 to 1.22.0 in /requirements by @dependabot[bot] in https://github.com/intelowlproject/IntelOwl/pull/3815
• build(deps): bump actions/cache from 5 to 6 by @dependabot[bot] in https://github.com/intelowlproject/IntelOwl/pull/3825
• build(deps): bump actions/setup-python from 6.2.0 to 6.3.0 by @dependabot[bot] in https://github.com/intelowlproject/IntelOwl/pull/3826
• build(deps): bump library/nginx from 1.29.2-alpine to 1.31.2-alpine in /docker by @dependabot[bot] in https://github.com/intelowlproject/IntelOwl/pull/3803
• Update GoReSym from v3.0.2 to v3.3 by @github-actions[bot] in https://github.com/intelowlproject/IntelOwl/pull/3665
• Update droidlysis from c1645a5 to ce37151 by @github-actions[bot] in https://github.com/intelowlproject/IntelOwl/pull/3666

New Contributors

• @Valyrian-Code made their first contribution in https://github.com/intelowlproject/IntelOwl/pull/3734
• @DevamShah made their first contribution in https://github.com/intelowlproject/IntelOwl/pull/3802
• @thunderstornX made their first contribution in https://github.com/intelowlproject/IntelOwl/pull/3760
• @github-actions[bot] made their first contribution in https://github.com/intelowlproject/IntelOwl/pull/3665

Full Changelog: https://github.com/intelowlproject/IntelOwl/compare/v6.6.1...v6.7.0