Add AI Engineer roadmap content

2 months ago · 338f6c5d4a
parent 9d6d77f93e
commit 338f6c5d4a
117 changed files with 116 additions and 0 deletions
--- a/public/roadmaps/ai-engineer.png
+++ b/public/roadmaps/ai-engineer.png
--- a/src/data/roadmaps/ai-engineer/content/adding-end-user-ids-in-prompts@4Q5x2VCXedAWISBXUIyin.md
+++ b/src/data/roadmaps/ai-engineer/content/adding-end-user-ids-in-prompts@4Q5x2VCXedAWISBXUIyin.md
@ -0,0 +1 @@
+# Adding end-user IDs in prompts
--- a/src/data/roadmaps/ai-engineer/content/agents-usecases@778HsQzTuJ_3c9OSn5DmH.md
+++ b/src/data/roadmaps/ai-engineer/content/agents-usecases@778HsQzTuJ_3c9OSn5DmH.md
@ -0,0 +1 @@
+# Agents Usecases
--- a/src/data/roadmaps/ai-engineer/content/ai-agents@9XCxilAQ7FRet7lHQr1gE.md
+++ b/src/data/roadmaps/ai-engineer/content/ai-agents@9XCxilAQ7FRet7lHQr1gE.md
@ -0,0 +1 @@
+# AI Agents
--- a/src/data/roadmaps/ai-engineer/content/ai-agents@AeHkNU-uJ_gBdo5-xdpEu.md
+++ b/src/data/roadmaps/ai-engineer/content/ai-agents@AeHkNU-uJ_gBdo5-xdpEu.md
@ -0,0 +1 @@
+# AI Agents
--- a/src/data/roadmaps/ai-engineer/content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md
+++ b/src/data/roadmaps/ai-engineer/content/ai-code-editors@XcKeQfpTA5ITgdX51I4y-.md
@ -0,0 +1 @@
+# AI Code Editors
--- a/src/data/roadmaps/ai-engineer/content/ai-engineer-vs-ml-engineer@jSZ1LhPdhlkW-9QJhIvFs.md
+++ b/src/data/roadmaps/ai-engineer/content/ai-engineer-vs-ml-engineer@jSZ1LhPdhlkW-9QJhIvFs.md
@ -0,0 +1 @@
+# AI Engineer vs ML Engineer
--- a/src/data/roadmaps/ai-engineer/content/ai-safety-and-ethics@8ndKHDJgL_gYwaXC7XMer.md
+++ b/src/data/roadmaps/ai-engineer/content/ai-safety-and-ethics@8ndKHDJgL_gYwaXC7XMer.md
@ -0,0 +1 @@
+# AI Safety and Ethics
--- a/src/data/roadmaps/ai-engineer/content/ai-vs-agi@5QdihE1lLpMc3DFrGy46M.md
+++ b/src/data/roadmaps/ai-engineer/content/ai-vs-agi@5QdihE1lLpMc3DFrGy46M.md
@ -0,0 +1 @@
+# AI vs AGI
--- a/src/data/roadmaps/ai-engineer/content/anomaly-detection@AglWJ7gb9rTT2rMkstxtk.md
+++ b/src/data/roadmaps/ai-engineer/content/anomaly-detection@AglWJ7gb9rTT2rMkstxtk.md
@ -0,0 +1 @@
+# Anomaly Detection
--- a/src/data/roadmaps/ai-engineer/content/anthropics-claude@hy6EyKiNxk1x84J63dhez.md
+++ b/src/data/roadmaps/ai-engineer/content/anthropics-claude@hy6EyKiNxk1x84J63dhez.md
@ -0,0 +1 @@
+# Anthropic's Claude
--- a/src/data/roadmaps/ai-engineer/content/audio-processing@mxQYB820447DC6kogyZIL.md
+++ b/src/data/roadmaps/ai-engineer/content/audio-processing@mxQYB820447DC6kogyZIL.md
@ -0,0 +1 @@
+# Audio Processing
--- a/src/data/roadmaps/ai-engineer/content/aws-sagemaker@OkYO-aSPiuVYuLXHswBCn.md
+++ b/src/data/roadmaps/ai-engineer/content/aws-sagemaker@OkYO-aSPiuVYuLXHswBCn.md
@ -0,0 +1 @@
+# AWS Sagemaker
--- a/src/data/roadmaps/ai-engineer/content/azure-ai@3PQVZbcr4neNMRr6CuNzS.md
+++ b/src/data/roadmaps/ai-engineer/content/azure-ai@3PQVZbcr4neNMRr6CuNzS.md
@ -0,0 +1 @@
+# Azure AI
--- a/src/data/roadmaps/ai-engineer/content/benefits-of-pre-trained-models@1Ga6DbOPc6Crz7ilsZMYy.md
+++ b/src/data/roadmaps/ai-engineer/content/benefits-of-pre-trained-models@1Ga6DbOPc6Crz7ilsZMYy.md
@ -0,0 +1 @@
+# Benefits of Pre-trained Models
--- a/src/data/roadmaps/ai-engineer/content/bias-and-fareness@lhIU0ulpvDAn1Xc3ooYz_.md
+++ b/src/data/roadmaps/ai-engineer/content/bias-and-fareness@lhIU0ulpvDAn1Xc3ooYz_.md
@ -0,0 +1 @@
+# Bias and Fareness
--- a/src/data/roadmaps/ai-engineer/content/capabilities--context-length@vvpYkmycH0_W030E-L12f.md
+++ b/src/data/roadmaps/ai-engineer/content/capabilities--context-length@vvpYkmycH0_W030E-L12f.md
@ -0,0 +1 @@
+# Capabilities / Context Length
--- a/src/data/roadmaps/ai-engineer/content/chat-completions-api@_bPTciEA1GT1JwfXim19z.md
+++ b/src/data/roadmaps/ai-engineer/content/chat-completions-api@_bPTciEA1GT1JwfXim19z.md
@ -0,0 +1 @@
+# Chat Completions API
--- a/src/data/roadmaps/ai-engineer/content/chroma@dSd2C9lNl-ymmCRT9_ZC3.md
+++ b/src/data/roadmaps/ai-engineer/content/chroma@dSd2C9lNl-ymmCRT9_ZC3.md
@ -0,0 +1 @@
+# Chroma
--- a/src/data/roadmaps/ai-engineer/content/chunking@mX987wiZF7p3V_gExrPeX.md
+++ b/src/data/roadmaps/ai-engineer/content/chunking@mX987wiZF7p3V_gExrPeX.md
@ -0,0 +1 @@
+# Chunking
--- a/src/data/roadmaps/ai-engineer/content/code-completion-tools@TifVhqFm1zXNssA8QR3SM.md
+++ b/src/data/roadmaps/ai-engineer/content/code-completion-tools@TifVhqFm1zXNssA8QR3SM.md
@ -0,0 +1 @@
+# Code Completion Tools
--- a/src/data/roadmaps/ai-engineer/content/cohere@a7qsvoauFe5u953I699ps.md
+++ b/src/data/roadmaps/ai-engineer/content/cohere@a7qsvoauFe5u953I699ps.md
@ -0,0 +1 @@
+# Cohere
--- a/src/data/roadmaps/ai-engineer/content/conducting-adversarial-testing@Pt-AJmSJrOxKvolb5_HEv.md
+++ b/src/data/roadmaps/ai-engineer/content/conducting-adversarial-testing@Pt-AJmSJrOxKvolb5_HEv.md
@ -0,0 +1 @@
+# Conducting adversarial testing
--- a/src/data/roadmaps/ai-engineer/content/constraining-outputs-and-inputs@ONLDyczNacGVZGojYyJrU.md
+++ b/src/data/roadmaps/ai-engineer/content/constraining-outputs-and-inputs@ONLDyczNacGVZGojYyJrU.md
@ -0,0 +1 @@
+# Constraining outputs and inputs
--- a/src/data/roadmaps/ai-engineer/content/cut-off-dates--knowledge@LbB2PeytxRSuU07Bk0KlJ.md
+++ b/src/data/roadmaps/ai-engineer/content/cut-off-dates--knowledge@LbB2PeytxRSuU07Bk0KlJ.md
@ -0,0 +1 @@
+# Cut-off Dates / Knowledge
--- a/src/data/roadmaps/ai-engineer/content/dall-e-api@LKFwwjtcawJ4Z12X102Cb.md
+++ b/src/data/roadmaps/ai-engineer/content/dall-e-api@LKFwwjtcawJ4Z12X102Cb.md
@ -0,0 +1 @@
+# DALL-E API
--- a/src/data/roadmaps/ai-engineer/content/data-classification@06Xta-OqSci05nV2QMFdF.md
+++ b/src/data/roadmaps/ai-engineer/content/data-classification@06Xta-OqSci05nV2QMFdF.md
@ -0,0 +1 @@
+# Data Classification
--- a/src/data/roadmaps/ai-engineer/content/development-tools@NYge7PNtfI-y6QWefXJ4d.md
+++ b/src/data/roadmaps/ai-engineer/content/development-tools@NYge7PNtfI-y6QWefXJ4d.md
@ -0,0 +1 @@
+# Development Tools
--- a/src/data/roadmaps/ai-engineer/content/embedding@grTcbzT7jKk_sIUwOTZTD.md
+++ b/src/data/roadmaps/ai-engineer/content/embedding@grTcbzT7jKk_sIUwOTZTD.md
@ -0,0 +1 @@
+# Embedding
--- a/src/data/roadmaps/ai-engineer/content/embeddings@XyEp6jnBSpCxMGwALnYfT.md
+++ b/src/data/roadmaps/ai-engineer/content/embeddings@XyEp6jnBSpCxMGwALnYfT.md
@ -0,0 +1 @@
+# Embeddings
--- a/src/data/roadmaps/ai-engineer/content/faiss@JurLbOO1Z8r6C3yUqRNwf.md
+++ b/src/data/roadmaps/ai-engineer/content/faiss@JurLbOO1Z8r6C3yUqRNwf.md
@ -0,0 +1 @@
+# FAISS
--- a/src/data/roadmaps/ai-engineer/content/fine-tuning@15XOFdVp0IC-kLYPXUJWh.md
+++ b/src/data/roadmaps/ai-engineer/content/fine-tuning@15XOFdVp0IC-kLYPXUJWh.md
@ -0,0 +1 @@
+# Fine-tuning
--- a/src/data/roadmaps/ai-engineer/content/generation@2jJnS9vRYhaS69d6OxrMh.md
+++ b/src/data/roadmaps/ai-engineer/content/generation@2jJnS9vRYhaS69d6OxrMh.md
@ -0,0 +1 @@
+# Generation
--- a/src/data/roadmaps/ai-engineer/content/googles-gemini@oe8E6ZIQWuYvHVbYJHUc1.md
+++ b/src/data/roadmaps/ai-engineer/content/googles-gemini@oe8E6ZIQWuYvHVbYJHUc1.md
@ -0,0 +1 @@
+# Google's Gemini
--- a/src/data/roadmaps/ai-engineer/content/hugging-face-hub@YLOdOvLXa5Fa7_mmuvKEi.md
+++ b/src/data/roadmaps/ai-engineer/content/hugging-face-hub@YLOdOvLXa5Fa7_mmuvKEi.md
@ -0,0 +1 @@
+# Hugging Face Hub
--- a/src/data/roadmaps/ai-engineer/content/hugging-face-models@8XjkRqHOdyH-DbXHYiBEt.md
+++ b/src/data/roadmaps/ai-engineer/content/hugging-face-models@8XjkRqHOdyH-DbXHYiBEt.md
@ -0,0 +1 @@
+# Hugging Face Models
--- a/src/data/roadmaps/ai-engineer/content/hugging-face-models@EIDbwbdolR_qsNKVDla6V.md
+++ b/src/data/roadmaps/ai-engineer/content/hugging-face-models@EIDbwbdolR_qsNKVDla6V.md
@ -0,0 +1 @@
+# Hugging Face Models
--- a/src/data/roadmaps/ai-engineer/content/hugging-face-tasks@YKIPOiSj_FNtg0h8uaSMq.md
+++ b/src/data/roadmaps/ai-engineer/content/hugging-face-tasks@YKIPOiSj_FNtg0h8uaSMq.md
@ -0,0 +1 @@
+# Hugging Face Tasks
--- a/src/data/roadmaps/ai-engineer/content/hugging-face@v99C5Bml2a6148LCJ9gy9.md
+++ b/src/data/roadmaps/ai-engineer/content/hugging-face@v99C5Bml2a6148LCJ9gy9.md
@ -0,0 +1 @@
+# Hugging Face
--- a/src/data/roadmaps/ai-engineer/content/image-generation@49BWxYVFpIgZCCqsikH7l.md
+++ b/src/data/roadmaps/ai-engineer/content/image-generation@49BWxYVFpIgZCCqsikH7l.md
@ -0,0 +1 @@
+# Image Generation
--- a/src/data/roadmaps/ai-engineer/content/image-understanding@fzVq4hGoa2gdbIzoyY1Zp.md
+++ b/src/data/roadmaps/ai-engineer/content/image-understanding@fzVq4hGoa2gdbIzoyY1Zp.md
@ -0,0 +1 @@
+# Image Understanding
--- a/src/data/roadmaps/ai-engineer/content/impact-on-product-development@qJVgKe9uBvXc-YPfvX_Y7.md
+++ b/src/data/roadmaps/ai-engineer/content/impact-on-product-development@qJVgKe9uBvXc-YPfvX_Y7.md
@ -0,0 +1 @@
+# Impact on Product Development
--- a/src/data/roadmaps/ai-engineer/content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md
+++ b/src/data/roadmaps/ai-engineer/content/indexing-embeddings@5TQnO9B4_LTHwqjI7iHB1.md
@ -0,0 +1 @@
+# Indexing Embeddings
--- a/src/data/roadmaps/ai-engineer/content/inference-sdk@3kRTzlLNBnXdTsAEXVu_M.md
+++ b/src/data/roadmaps/ai-engineer/content/inference-sdk@3kRTzlLNBnXdTsAEXVu_M.md
@ -0,0 +1 @@
+# Inference SDK
--- a/src/data/roadmaps/ai-engineer/content/inference@KWjD4xEPhOOYS51dvRLd2.md
+++ b/src/data/roadmaps/ai-engineer/content/inference@KWjD4xEPhOOYS51dvRLd2.md
@ -0,0 +1 @@
+# Inference
--- a/src/data/roadmaps/ai-engineer/content/introduction@_hYN0gEi9BL24nptEtXWU.md
+++ b/src/data/roadmaps/ai-engineer/content/introduction@_hYN0gEi9BL24nptEtXWU.md
@ -0,0 +1 @@
+# Introduction
--- a/src/data/roadmaps/ai-engineer/content/know-your-customers--usecases@t1SObMWkDZ1cKqNNlcd9L.md
+++ b/src/data/roadmaps/ai-engineer/content/know-your-customers--usecases@t1SObMWkDZ1cKqNNlcd9L.md
@ -0,0 +1 @@
+# Know your Customers / Usecases
--- a/src/data/roadmaps/ai-engineer/content/lancedb@rjaCNT3Li45kwu2gXckke.md
+++ b/src/data/roadmaps/ai-engineer/content/lancedb@rjaCNT3Li45kwu2gXckke.md
@ -0,0 +1 @@
+# LanceDB
--- a/src/data/roadmaps/ai-engineer/content/langchain-for-multimodal-apps@j9zD3pHysB1CBhLfLjhpD.md
+++ b/src/data/roadmaps/ai-engineer/content/langchain-for-multimodal-apps@j9zD3pHysB1CBhLfLjhpD.md
@ -0,0 +1 @@
+# LangChain for Multimodal Apps
--- a/src/data/roadmaps/ai-engineer/content/langchain@ebXXEhNRROjbbof-Gym4p.md
+++ b/src/data/roadmaps/ai-engineer/content/langchain@ebXXEhNRROjbbof-Gym4p.md
@ -0,0 +1 @@
+# Langchain
--- a/src/data/roadmaps/ai-engineer/content/limitations-and-considerations@MXqbQGhNM3xpXlMC2ib_6.md
+++ b/src/data/roadmaps/ai-engineer/content/limitations-and-considerations@MXqbQGhNM3xpXlMC2ib_6.md
@ -0,0 +1 @@
+# Limitations and Considerations
--- a/src/data/roadmaps/ai-engineer/content/llama-index@d0ontCII8KI8wfP-8Y45R.md
+++ b/src/data/roadmaps/ai-engineer/content/llama-index@d0ontCII8KI8wfP-8Y45R.md
@ -0,0 +1 @@
+# Llama Index
--- a/src/data/roadmaps/ai-engineer/content/llamaindex-for-multimodal-apps@akQTCKuPRRelj2GORqvsh.md
+++ b/src/data/roadmaps/ai-engineer/content/llamaindex-for-multimodal-apps@akQTCKuPRRelj2GORqvsh.md
@ -0,0 +1 @@
+# LlamaIndex for Multimodal Apps
--- a/src/data/roadmaps/ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md
+++ b/src/data/roadmaps/ai-engineer/content/llms@wf2BSyUekr1S1q6l8kyq6.md
@ -0,0 +1 @@
+# LLMs
--- a/src/data/roadmaps/ai-engineer/content/manual-implementation@6xaRB34_g0HGt-y1dGYXR.md
+++ b/src/data/roadmaps/ai-engineer/content/manual-implementation@6xaRB34_g0HGt-y1dGYXR.md
@ -0,0 +1 @@
+# Manual Implementation
--- a/src/data/roadmaps/ai-engineer/content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md
+++ b/src/data/roadmaps/ai-engineer/content/maximum-tokens@qzvp6YxWDiGakA2mtspfh.md
@ -0,0 +1 @@
+# Maximum Tokens
--- a/src/data/roadmaps/ai-engineer/content/mistral-ai@n-Ud2dXkqIzK37jlKItN4.md
+++ b/src/data/roadmaps/ai-engineer/content/mistral-ai@n-Ud2dXkqIzK37jlKItN4.md
@ -0,0 +1 @@
+# Mistral AI
--- a/src/data/roadmaps/ai-engineer/content/models-on-hugging-face@dLEg4IA3F5jgc44Bst9if.md
+++ b/src/data/roadmaps/ai-engineer/content/models-on-hugging-face@dLEg4IA3F5jgc44Bst9if.md
@ -0,0 +1 @@
+# Models on Hugging Face
--- a/src/data/roadmaps/ai-engineer/content/mongodb-atlas@j6bkm0VUgLkHdMDDJFiMC.md
+++ b/src/data/roadmaps/ai-engineer/content/mongodb-atlas@j6bkm0VUgLkHdMDDJFiMC.md
@ -0,0 +1 @@
+# MongoDB Atlas
--- a/src/data/roadmaps/ai-engineer/content/multimodal-ai-usecases@sGR9qcro68KrzM8qWxcH8.md
+++ b/src/data/roadmaps/ai-engineer/content/multimodal-ai-usecases@sGR9qcro68KrzM8qWxcH8.md
@ -0,0 +1 @@
+# Multimodal AI Usecases
--- a/src/data/roadmaps/ai-engineer/content/multimodal-ai@W7cKPt_UxcUgwp8J6hS4p.md
+++ b/src/data/roadmaps/ai-engineer/content/multimodal-ai@W7cKPt_UxcUgwp8J6hS4p.md
@ -0,0 +1 @@
+# Multimodal AI
--- a/src/data/roadmaps/ai-engineer/content/ollama-models@ro3vY_sp6xMQ-hfzO-rc1.md
+++ b/src/data/roadmaps/ai-engineer/content/ollama-models@ro3vY_sp6xMQ-hfzO-rc1.md
@ -0,0 +1 @@
+# Ollama Models
--- a/src/data/roadmaps/ai-engineer/content/ollama-sdk@TsG_I7FL-cOCSw8gvZH3r.md
+++ b/src/data/roadmaps/ai-engineer/content/ollama-sdk@TsG_I7FL-cOCSw8gvZH3r.md
@ -0,0 +1 @@
+# Ollama SDK
--- a/src/data/roadmaps/ai-engineer/content/ollama@rTT2UnvqFO3GH6ThPLEjO.md
+++ b/src/data/roadmaps/ai-engineer/content/ollama@rTT2UnvqFO3GH6ThPLEjO.md
@ -0,0 +1 @@
+# Ollama
--- a/src/data/roadmaps/ai-engineer/content/open-ai-assistant-api@eOqCBgBTKM8CmY3nsWjre.md
+++ b/src/data/roadmaps/ai-engineer/content/open-ai-assistant-api@eOqCBgBTKM8CmY3nsWjre.md
@ -0,0 +1 @@
+# Open AI Assistant API
--- a/src/data/roadmaps/ai-engineer/content/open-ai-embedding-models@y0qD5Kb4Pf-ymIwW-tvhX.md
+++ b/src/data/roadmaps/ai-engineer/content/open-ai-embedding-models@y0qD5Kb4Pf-ymIwW-tvhX.md
@ -0,0 +1 @@
+# Open AI Embedding Models
--- a/src/data/roadmaps/ai-engineer/content/open-ai-embeddings-api@l6priWeJhbdUD5tJ7uHyG.md
+++ b/src/data/roadmaps/ai-engineer/content/open-ai-embeddings-api@l6priWeJhbdUD5tJ7uHyG.md
@ -0,0 +1 @@
+# Open AI Embeddings API
--- a/src/data/roadmaps/ai-engineer/content/open-ai-models@2WbVpRLqwi3Oeqk1JPui4.md
+++ b/src/data/roadmaps/ai-engineer/content/open-ai-models@2WbVpRLqwi3Oeqk1JPui4.md
@ -0,0 +1 @@
+# Open AI Models
--- a/src/data/roadmaps/ai-engineer/content/open-ai-playground@nyBgEHvUhwF-NANMwkRJW.md
+++ b/src/data/roadmaps/ai-engineer/content/open-ai-playground@nyBgEHvUhwF-NANMwkRJW.md
@ -0,0 +1 @@
+# Open AI Playground
--- a/src/data/roadmaps/ai-engineer/content/open-source-embeddings@apVYIV4EyejPft25oAvdI.md
+++ b/src/data/roadmaps/ai-engineer/content/open-source-embeddings@apVYIV4EyejPft25oAvdI.md
@ -0,0 +1 @@
+# Open-Source Embeddings
--- a/src/data/roadmaps/ai-engineer/content/open-vs-closed-source-models@RBwGsq9DngUsl8PrrCbqx.md
+++ b/src/data/roadmaps/ai-engineer/content/open-vs-closed-source-models@RBwGsq9DngUsl8PrrCbqx.md
@ -0,0 +1 @@
+# Open vs Closed Source Models
--- a/src/data/roadmaps/ai-engineer/content/openai-api@zdeuA4GbdBl2DwKgiOA4G.md
+++ b/src/data/roadmaps/ai-engineer/content/openai-api@zdeuA4GbdBl2DwKgiOA4G.md
@ -0,0 +1 @@
+# OpenAI API
--- a/src/data/roadmaps/ai-engineer/content/openai-assistant-api@mbp2NoL-VZ5hZIIblNBXt.md
+++ b/src/data/roadmaps/ai-engineer/content/openai-assistant-api@mbp2NoL-VZ5hZIIblNBXt.md
@ -0,0 +1 @@
+# OpenAI Assistant API
--- a/src/data/roadmaps/ai-engineer/content/openai-functions--tools@Sm0Ne5Nx72hcZCdAcC0C2.md
+++ b/src/data/roadmaps/ai-engineer/content/openai-functions--tools@Sm0Ne5Nx72hcZCdAcC0C2.md
@ -0,0 +1 @@
+# OpenAI Functions / Tools
--- a/src/data/roadmaps/ai-engineer/content/openai-models@5ShWZl1QUqPwO-NRGN85V.md
+++ b/src/data/roadmaps/ai-engineer/content/openai-models@5ShWZl1QUqPwO-NRGN85V.md
@ -0,0 +1 @@
+# OpenAI Models
--- a/src/data/roadmaps/ai-engineer/content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md
+++ b/src/data/roadmaps/ai-engineer/content/openai-moderation-api@ljZLa3yjQpegiZWwtnn_q.md
@ -0,0 +1 @@
+# OpenAI Moderation API
--- a/src/data/roadmaps/ai-engineer/content/openai-vision-api@CRrqa-dBw1LlOwVbrZhjK.md
+++ b/src/data/roadmaps/ai-engineer/content/openai-vision-api@CRrqa-dBw1LlOwVbrZhjK.md
@ -0,0 +1 @@
+# OpenAI Vision API
--- a/src/data/roadmaps/ai-engineer/content/opensource-ai@a_3SabylVqzzOyw3tZN5f.md
+++ b/src/data/roadmaps/ai-engineer/content/opensource-ai@a_3SabylVqzzOyw3tZN5f.md
@ -0,0 +1 @@
+# OpenSource AI
--- a/src/data/roadmaps/ai-engineer/content/performing-similarity-search@ZcbRPtgaptqKqWBgRrEBU.md
+++ b/src/data/roadmaps/ai-engineer/content/performing-similarity-search@ZcbRPtgaptqKqWBgRrEBU.md
@ -0,0 +1 @@
+# Performing Similarity Search
--- a/src/data/roadmaps/ai-engineer/content/pinecone@_Cf7S1DCvX7p1_3-tP3C3.md
+++ b/src/data/roadmaps/ai-engineer/content/pinecone@_Cf7S1DCvX7p1_3-tP3C3.md
@ -0,0 +1 @@
+# Pinecone
--- a/src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md
+++ b/src/data/roadmaps/ai-engineer/content/popular-open-source-models@97eu-XxYUH9pYbD_KjAtA.md
@ -0,0 +1 @@
+# Popular Open Source Models
--- a/src/data/roadmaps/ai-engineer/content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md
+++ b/src/data/roadmaps/ai-engineer/content/pre-trained-models@d7fzv_ft12EopsQdmEsel.md
@ -0,0 +1 @@
+# Pre-trained Models
--- a/src/data/roadmaps/ai-engineer/content/pricing-considerations@4GArjDYipit4SLqKZAWDf.md
+++ b/src/data/roadmaps/ai-engineer/content/pricing-considerations@4GArjDYipit4SLqKZAWDf.md
@ -0,0 +1 @@
+# Pricing Considerations
--- a/src/data/roadmaps/ai-engineer/content/pricing-considerations@DZPM9zjCbYYWBPLmQImxQ.md
+++ b/src/data/roadmaps/ai-engineer/content/pricing-considerations@DZPM9zjCbYYWBPLmQImxQ.md
@ -0,0 +1 @@
+# Pricing Considerations
--- a/src/data/roadmaps/ai-engineer/content/prompt-engineering@Dc15ayFlzqMF24RqIF_-X.md
+++ b/src/data/roadmaps/ai-engineer/content/prompt-engineering@Dc15ayFlzqMF24RqIF_-X.md
@ -0,0 +1 @@
+# Prompt Engineering
--- a/src/data/roadmaps/ai-engineer/content/prompt-injection-attacks@cUyLT6ctYQ1pgmodCKREq.md
+++ b/src/data/roadmaps/ai-engineer/content/prompt-injection-attacks@cUyLT6ctYQ1pgmodCKREq.md
@ -0,0 +1 @@
+# Prompt Injection Attacks
--- a/src/data/roadmaps/ai-engineer/content/purpose-and-functionality@WcjX6p-V-Rdd77EL8Ega9.md
+++ b/src/data/roadmaps/ai-engineer/content/purpose-and-functionality@WcjX6p-V-Rdd77EL8Ega9.md
@ -0,0 +1 @@
+# Purpose and Functionality
--- a/src/data/roadmaps/ai-engineer/content/qdrant@DwOAL5mOBgBiw-EQpAzQl.md
+++ b/src/data/roadmaps/ai-engineer/content/qdrant@DwOAL5mOBgBiw-EQpAzQl.md
@ -0,0 +1 @@
+# Qdrant
--- a/src/data/roadmaps/ai-engineer/content/rag--implementation@lVhWhZGR558O-ljHobxIi.md
+++ b/src/data/roadmaps/ai-engineer/content/rag--implementation@lVhWhZGR558O-ljHobxIi.md
@ -0,0 +1 @@
+# RAG & Implementation
--- a/src/data/roadmaps/ai-engineer/content/rag-usecases@GCn4LGNEtPI0NWYAZCRE-.md
+++ b/src/data/roadmaps/ai-engineer/content/rag-usecases@GCn4LGNEtPI0NWYAZCRE-.md
@ -0,0 +1 @@
+# RAG Usecases
--- a/src/data/roadmaps/ai-engineer/content/rag-vs-fine-tuning@qlBEXrbV88e_wAGRwO9hW.md
+++ b/src/data/roadmaps/ai-engineer/content/rag-vs-fine-tuning@qlBEXrbV88e_wAGRwO9hW.md
@ -0,0 +1 @@
+# RAG vs Fine-tuning
--- a/src/data/roadmaps/ai-engineer/content/rag@9JwWIK0Z2MK8-6EQQJsCO.md
+++ b/src/data/roadmaps/ai-engineer/content/rag@9JwWIK0Z2MK8-6EQQJsCO.md
@ -0,0 +1 @@
+# RAG
--- a/src/data/roadmaps/ai-engineer/content/react-prompting@voDKcKvXtyLzeZdx2g3Qn.md
+++ b/src/data/roadmaps/ai-engineer/content/react-prompting@voDKcKvXtyLzeZdx2g3Qn.md
@ -0,0 +1 @@
+# ReAct Prompting
--- a/src/data/roadmaps/ai-engineer/content/recommendation-systems@HQe9GKy3p0kTUPxojIfSF.md
+++ b/src/data/roadmaps/ai-engineer/content/recommendation-systems@HQe9GKy3p0kTUPxojIfSF.md
@ -0,0 +1 @@
+# Recommendation Systems
--- a/src/data/roadmaps/ai-engineer/content/replicate@c0RPhpD00VIUgF4HJgN2T.md
+++ b/src/data/roadmaps/ai-engineer/content/replicate@c0RPhpD00VIUgF4HJgN2T.md
@ -0,0 +1 @@
+# Replicate
--- a/src/data/roadmaps/ai-engineer/content/retrieval-process@OCGCzHQM2LQyUWmiqe6E0.md
+++ b/src/data/roadmaps/ai-engineer/content/retrieval-process@OCGCzHQM2LQyUWmiqe6E0.md
@ -0,0 +1 @@
+# Retrieval Process
--- a/src/data/roadmaps/ai-engineer/content/robust-prompt-engineering@qmx6OHqx4_0JXVIv8dASp.md
+++ b/src/data/roadmaps/ai-engineer/content/robust-prompt-engineering@qmx6OHqx4_0JXVIv8dASp.md
@ -0,0 +1 @@
+# Robust prompt engineering
--- a/src/data/roadmaps/ai-engineer/content/roles-and-responsiblities@K9EiuFgPBFgeRxY4wxAmb.md
+++ b/src/data/roadmaps/ai-engineer/content/roles-and-responsiblities@K9EiuFgPBFgeRxY4wxAmb.md
@ -0,0 +1 @@
+# Roles and Responsiblities
--- a/src/data/roadmaps/ai-engineer/content/security-and-privacy-concerns@sWBT-j2cRuFqRFYtV_5TK.md
+++ b/src/data/roadmaps/ai-engineer/content/security-and-privacy-concerns@sWBT-j2cRuFqRFYtV_5TK.md
@ -0,0 +1 @@
+# Security and Privacy Concerns
--- a/src/data/roadmaps/ai-engineer/content/semantic-search@eMfcyBxnMY_l_5-8eg6sD.md
+++ b/src/data/roadmaps/ai-engineer/content/semantic-search@eMfcyBxnMY_l_5-8eg6sD.md
@ -0,0 +1 @@
+# Semantic Search
--- a/Show More
+++ b/Show More