H23andWeijian He ab591ce0e9 docs: remove duplicate resource lines (#10411) ...

A repo-wide scan found 34 resource lines that link to an identical URL
as another line in the same file. Most look like content-sync artifacts
where a refreshed resource was appended but the stale one was never
removed; three were created by my earlier link fixes folding a dead URL
into an identical live one (cloudflare calls, cloudflare service
bindings, kotlinlang flow).

In each file the first occurrence is kept and only the later duplicate
is removed; no URLs or labels were modified.

Co-authored-by: Weijian He <230282609+Madin-H23@users.noreply.github.com>

2026-10-02 09:19:32 +02:00

..

adding-end-user-ids-in-prompts@4Q5x2VCXedAWISBXUIyin.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

agents-usecases@778HsQzTuJ_3c9OSn5DmH.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

ai-agents@4_ap0rD9Gl6Ep_4jMfPpG.md

content: remove dead article link in ai-agents topic (#10278)

2026-09-07 11:17:21 +02:00

ai-agents@Uffu609uQbIzDl88Ddccv.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

ai-engineer-vs-ml-engineer@jSZ1LhPdhlkW-9QJhIvFs.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

ai-safety-and-ethics@8ndKHDJgL_gYwaXC7XMer.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

ai-vs-agi@5QdihE1lLpMc3DFrGy46M.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

anomaly-detection@AglWJ7gb9rTT2rMkstxtk.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

anthropic-claude@hy6EyKiNxk1x84J63dhez.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

arize-ai@jx57heeBnacrlCyQPhlEi.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

atlan@e_Mgd4pxKPdxL5DNxlxQ_.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

audio-processing@mxQYB820447DC6kogyZIL.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

bias-and-fairness@lhIU0ulpvDAn1Xc3ooYz_.md

docs: replace dead article links with archived snapshots (#10403)

2026-10-01 11:15:16 +02:00

building-an-mcp-client@0Rk0rCbmRFJT2GKwUibQS.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

building-an-mcp-server@oLGfKjcqBzJ3vd6Cg-T1B.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

choosing-the-right-model@zeWoTtAFEpVXDQzWNsha4.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

chroma@dSd2C9lNl-ymmCRT9_ZC3.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

chunking@mX987wiZF7p3V_gExrPeX.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

claude-agent-sdk@xXLyuUNrKEc32XLQxMjgT.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

claude-code@wr5ddjutC-fX_ixysTHaT.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

claude-messages-api@nxwMVla0-PNG8nlocKK5v.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

closed-vs-open-source-models@RBwGsq9DngUsl8PrrCbqx.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

codex@XY2l96sry3WyLzzo3KUeU.md

Fix typos in AI engineer roadmap (#10288)

2026-09-09 09:37:36 +02:00

cohere@a7qsvoauFe5u953I699ps.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

cohere@y0qD5Kb4Pf-ymIwW-tvhX.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

conducting-adversarial-testing@Pt-AJmSJrOxKvolb5_HEv.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

connect-to-local-server@H-G93SsEgsA_NGL_v4hPv.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

connect-to-remote-server@2t4uINxmzfx8FUF-_i_2B.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

constraining-outputs-and-inputs@ONLDyczNacGVZGojYyJrU.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

constrains@PT3uDiUjiKhO8laOkCmgP.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

constraints@PT3uDiUjiKhO8laOkCmgP.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

content-moderation-apis@ljZLa3yjQpegiZWwtnn_q.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

context-compaction@9XCxilAQ7FRet7lHQr1gE.md

add Context Engineering for Agents by LangChain video to the AI roadmap (#10356)

2026-09-21 08:25:46 +02:00

context-engineering@kCiHNaZ9CgnS9uksIQ_SY.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

context-engineering@ySIOjFFU4GZbP0gqyWwLL.md

chore: sync content to repo (#10216)

2026-08-06 18:55:46 +02:00

context-evaluation@SzW-BtzGsSfGGa5DbSlr4.md

docs: remove duplicate resource lines (#10411)

2026-10-02 09:19:32 +02:00

context-failure-modes@mfiiWDVZEeUGFa6KKUGLB.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

context-isolation@9JwWIK0Z2MK8-6EQQJsCO.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

context-security@wel7a_gpXqpuDAdmF_4Rp.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

context-sources@x0G0WD8MUflucdBqf2j5k.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

context-vs-prompt-eng@s2YrrjXbvNIyW5WSFj2po.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

context-window@SF07y6d-JcE1-pzXeBOU7.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

context@9oUpeEnaMWctQLTobbmY7.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

context@vvpYkmycH0_W030E-L12f.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

costlatency-monitoring@CG3XTMPug98s-EP0_rn1Y.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

cot@nyBgEHvUhwF-NANMwkRJW.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

cursor@MWhoqhNnBaoeCdN_8i15k.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

dall-e-api@LKFwwjtcawJ4Z12X102Cb.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

data-classification@06Xta-OqSci05nV2QMFdF.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

data-layer@Z0920V57_ziDhXbQJMN9O.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

datahub@sFYcBgG9I0n1iKpwlp_7B.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

deepeval@hyN5v8dg1lHJLpdZZdtJE.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

deepseek@UGYYh2W1XnnbgYNY8L8Hb.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

deterministic-evals@kSDTJK74Tq0KHBfIawJuT.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

development-tools@NYge7PNtfI-y6QWefXJ4d.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

embedding-models@fr0UOXlVVctkk1K84Z8Of.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

embedding@grTcbzT7jKk_sIUwOTZTD.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

embeddings@XyEp6jnBSpCxMGwALnYfT.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

evaluation-metrics@Z8MBleL51wJuV9BkS1djI.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

external-memory@KWjD4xEPhOOYS51dvRLd2.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

faiss@JurLbOO1Z8r6C3yUqRNwf.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

few-shot@DZPM9zjCbYYWBPLmQImxQ.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

fine-tuning@zTvsCNS3ucsZmvy1tHyeI.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

function-calling@wFfjHkGLrcCyLyXV4BiFM.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

gemini-embedding@4GArjDYipit4SLqKZAWDf.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

gemini@hzeEo8COf2l07iu5EdlFo.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

gemma@MNtaY1_kOJHeoWuM-abb4.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

generation@2jJnS9vRYhaS69d6OxrMh.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

google-adk@mbp2NoL-VZ5hZIIblNBXt.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

google-gemini-api@TsG_I7FL-cOCSw8gvZH3r.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

google-gemini@oe8E6ZIQWuYvHVbYJHUc1.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

haystack@ebXXEhNRROjbbof-Gym4p.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

helicone@82LE-qxw1H_FYfVUdgkN9.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

how-llms-work@zdeuA4GbdBl2DwKgiOA4G.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

hugging-face-hub@YLOdOvLXa5Fa7_mmuvKEi.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

hugging-face-inference-sdk@3kRTzlLNBnXdTsAEXVu_M.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

hugging-face-models@EIDbwbdolR_qsNKVDla6V.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

hugging-face-tasks@YKIPOiSj_FNtg0h8uaSMq.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

hugging-face@v99C5Bml2a6148LCJ9gy9.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

human-evals@QIx5nT75l2Cn2q75-TxfD.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

image-generation@49BWxYVFpIgZCCqsikH7l.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

image-understanding@fzVq4hGoa2gdbIzoyY1Zp.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

impact-on-product-development@qJVgKe9uBvXc-YPfvX_Y7.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

inference@4NtUD9V64gkp8SFudj_ai.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

input-format@LCHse57rXf3sl8ml1ow0T.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

introduction@_hYN0gEi9BL24nptEtXWU.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

jina@apVYIV4EyejPft25oAvdI.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

know-your-customers--usecases@t1SObMWkDZ1cKqNNlcd9L.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

lancedb@rjaCNT3Li45kwu2gXckke.md

docs: fix moved docs links, drop dead resources (#10409)

2026-10-02 09:11:10 +02:00

langchain-for-multimodal-apps@j9zD3pHysB1CBhLfLjhpD.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

langchain@jM-Jbo0wUilhVY830hetJ.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

langfuse@Xw6-crHimGrVC1u1xujc6.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

langsmith@bN_ReFUQgkJmWOAFMLXMg.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

large-language-model-llm@wf2BSyUekr1S1q6l8kyq6.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

llama-index@JT4mBXOjvvrUnynA7yrqt.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

llamaindex-for-multimodal-apps@akQTCKuPRRelj2GORqvsh.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

llm-evaluations@FJ3ZwbTdiFyebrFi96tnz.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

llm-observability@1bBgMVISENC-XBwuZFlUk.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

lm-studio@a_3SabylVqzzOyw3tZN5f.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

long-context-processing@BfmhnGPe1UdnThdpr7m1i.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

manual-implementation@6xaRB34_g0HGt-y1dGYXR.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

mcp-client@po0fIZYaFhRbNlza7sB37.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

mcp-host@MabZ9jOrSj539C5qZrVBd.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

mcp-server@8Xkd88EjX3GE_9DWQhr7G.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

mcp@jpSel6gPj1d0EhH73Knm7.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

memory-systems@4HkJJigCBBO4eOef8qvhz.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

meta-llama@OkYO-aSPiuVYuLXHswBCn.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

mistral@n-Ud2dXkqIzK37jlKItN4.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

model-based-evals@LJ6_U5lOdc0uRngutj7Ro.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

model-context-protocol-mcp@AeHkNU-uJ_gBdo5-xdpEu.md

Fix typos in AI engineer roadmap (#10288)

2026-09-09 09:37:36 +02:00

models-on-hugging-face@dLEg4IA3F5jgc44Bst9if.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

modus@xTqTaiKLo6EE_4JVFdjEt.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

mongodb-atlas@j6bkm0VUgLkHdMDDJFiMC.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

multi-agent-context-sharing@wQfU09yhZ5sd-UPHkq2n0.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

multi-agents@kG1bkF2oY21CJOm9zhdpn.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

multimodal-ai-usecases@sGR9qcro68KrzM8qWxcH8.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

multimodal-ai@W7cKPt_UxcUgwp8J6hS4p.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

nanobanana-api@6y73FLjshnqxV8BTGUeiu.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

ollama@rTT2UnvqFO3GH6ThPLEjO.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

open-ai-embeddings-api@l6priWeJhbdUD5tJ7uHyG.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

openai-agentkit--agent-sdk@Sm0Ne5Nx72hcZCdAcC0C2.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

openai-compatible-apis@vnXtUupJUlyU_uCbZBbnk.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

openai-gpt-o-series@3PQVZbcr4neNMRr6CuNzS.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

openai-response-api@ro3vY_sp6xMQ-hfzO-rc1.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

openai-vision-api@CRrqa-dBw1LlOwVbrZhjK.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

openrouter@1GlpMjmdAWor0X_BnISGg.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

performing-similarity-search@ZcbRPtgaptqKqWBgRrEBU.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

pinecone@_Cf7S1DCvX7p1_3-tP3C3.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

posthog@31UjRzoh7wQKk6uAZ7aVM.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

pre-trained-models@d7fzv_ft12EopsQdmEsel.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

production-monitoring@3gwVG4XaO83z3Yzdd84Z-.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

prompt-caching@bqqY0gsZkBpcHMZw1hcZ5.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

prompt-engineering@ozrR8IvjNFbHd44kZrExX.md

chore: sync content to repo (#10216)

2026-08-06 18:55:46 +02:00

prompt-engineering@VjXmSCdzi2ACv-W85Sy9D.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

prompt-injection-attacks@cUyLT6ctYQ1pgmodCKREq.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

prompt-vs-context-engineering@ozrR8IvjNFbHd44kZrExX.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

purpose-and-functionality@WcjX6p-V-Rdd77EL8Ega9.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

qdrant@DwOAL5mOBgBiw-EQpAzQl.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

qwen@c0RPhpD00VIUgF4HJgN2T.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

rag--dynamic-filters@LnQ2AatMWpExUHcZhDIPd.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

rag-and-dynamic-filters@LnQ2AatMWpExUHcZhDIPd.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

rag-usecases@GCn4LGNEtPI0NWYAZCRE-.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

rag-vs-fine-tuning@qlBEXrbV88e_wAGRwO9hW.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

rag@IX1BJWGwGmB4L063g0Frf.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

ragas@CZ_-PSDzzSrSon5XdzLen.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

ragflow@d0ontCII8KI8wfP-8Y45R.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

rags@IX1BJWGwGmB4L063g0Frf.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

react-prompting@voDKcKvXtyLzeZdx2g3Qn.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

react@Waox7xR_yUeSnOtQFzU4c.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

recommendation-systems@HQe9GKy3p0kTUPxojIfSF.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

regression-testing@Bkzi3QyzKyHxcHE7sodRZ.md

chore: sync content to repo (#10230)

2026-08-13 20:34:47 +02:00

repetition-penalties@0_pa739kMPWHfuSQV-VO7.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

replit@Ubk4GN0Z4XlDJ3EbRXdxg.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

retrieval-process@OCGCzHQM2LQyUWmiqe6E0.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

robust-prompt-engineering@qmx6OHqx4_0JXVIv8dASp.md

Remove two dead resource links in AI Engineer roadmap (#10279)

2026-09-07 11:16:51 +02:00

role--behavior@N3TzWYxU0jgv1l99Ts58n.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

roles-and-responsiblities@K9EiuFgPBFgeRxY4wxAmb.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

sampling-parameters@LbB2PeytxRSuU07Bk0KlJ.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

security-and-privacy-concerns@sWBT-j2cRuFqRFYtV_5TK.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

self-hosted-models@_qqITQ8O0Q0RWUeZsUXnY.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

semantic-search@eMfcyBxnMY_l_5-8eg6sD.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

sentence-transformers@ZV_V6sqOnRodgaw4mzokC.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

speech-to-text@jQX10XKd_QM5wdQweEkVJ.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

state--historical-context@unoZLoE2oJbKPOCBYUnMZ.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

streaming-responses@MUDBYjR7uCUZQ-kQxi2K_.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

structured-output@zqhmLzHsmDlrTFVHzhq6-.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

supabase@9kT7EEQsbeD2WDdN9ADx7.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

system-prompting@S46Vaq8hYq6Ee1Id_-fSQ.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

temperature@_bPTciEA1GT1JwfXim19z.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

text-to-speech@GCERpLz5BcRtWPpv-asUz.md

docs: replace dead article links with archived snapshots (#10403)

2026-10-01 11:15:16 +02:00

tokens@2WbVpRLqwi3Oeqk1JPui4.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

tools--function-calling@eOqCBgBTKM8CmY3nsWjre.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

top-k@qzvp6YxWDiGakA2mtspfh.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

top-p@FjV3oD7G2Ocq5HhUC17iH.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

tracing--logging@cdapQf0Owxdx6olAHTrbq.md

chore: sync content to repo (#10209)

2026-08-05 12:46:53 +02:00

training@xostGgoaYkqMO28iN2gx8.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

transformersjs@bGLrbpxKgENe2xS1eQtdh.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

transport-layer@o4gHDZ5p9lyeHuCAPvAKz.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

type-of-models@2X0NDcq2ojBJ0RxY_U6bl.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

using-sdks-directly@WZVW8FQu6LyspSKm1C_sl.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

vector-database@zZA1FBhf1y4kCoUZ-hM4H.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

vector-databases@tt9u3oFlsjEMfPyojuqpc.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

vector-dbs@dzPKW_fn82lY1OOVrggk3.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

vertex-ai-agent-builder@AxzTGDCC2Ftp4G66U4Uqr.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

video-understanding@TxaZCtTCTUfwCxAJ2pmND.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

weaviate@VgUnrZGKVjAAO4n_llq5-.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

what-are-embeddings@--ig0Ume_BnXb9K2U7HJN.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

what-are-rags@lVhWhZGR558O-ljHobxIi.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

what-is-a-context-layer@5b2-GXozMVOqZF1Ga-HE8.md

chore: sync content to repo (#10305)

2026-09-10 13:12:52 +02:00

what-is-an-ai-engineer@GN6SnI7RXIeW8JeD-qORW.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

whisper-api@OTBd6cPUayKaAM-fLWdSt.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00

windsurf@Xsl8mx6J182TxPPtNP471.md

chore: sync content to repo (#10313)

2026-09-11 15:45:17 +02:00

zero-shot@15XOFdVp0IC-kLYPXUJWh.md

feat: clean roadmap content and sync scripts (#10181)

2026-07-28 05:45:17 +06:00