MikeTreml/MissionControl - Page 29

phoenix-arize-setup

Arize Phoenix observability platform setup for LLM debugging and evaluation

pii-redaction

PII detection and redaction utilities for privacy-compliant conversational AI

pinecone-integration

Pinecone vector database setup, configuration, and operations for RAG applications

prompt-compression

Token-efficient prompt compression techniques for cost optimization

prompt-injection-detector

Prompt injection detection and prevention for secure LLM applications

prompt-template-design

Structured prompt template creation with variables, formatting, and version control

qdrant-integration

Qdrant vector database with filtering, payloads, and quantization support

rag-chunking-strategy

Document chunking with multiple strategies including semantic, recursive, and fixed-size chunking

rag-embedding-generation

Batch embedding generation with caching, rate limiting, and multiple provider support

rag-hybrid-search

Hybrid search combining semantic and keyword retrieval for RAG pipelines. Implement BM25 + dense vector search with fusion strategies.

rag-query-transformation

Query expansion, HyDE, and multi-query generation for improved retrieval

rag-reranking

Cross-encoder reranking and MMR diversity filtering for improved retrieval quality

rasa-nlu-integration

Rasa NLU pipeline configuration and training for intent and entity extraction

redis-memory-backend

Redis backend for conversation state persistence and caching

semantic-kernel-setup

Microsoft Semantic Kernel planner and plugin setup for orchestrated AI

setfit-few-shot

SetFit few-shot learning for efficient intent classification with minimal data

spacy-ner

spaCy NER model training and entity extraction for conversational AI

weaviate-integration

Weaviate vector database setup with GraphQL queries and hybrid search

zep-memory-integration

Zep memory server integration for long-term conversation memory and user profiling

advanced-ds-library

Provide implementations of advanced data structures

algorithm-visualizer

Generate visual representations of algorithm execution

atcoder-client

Interface with AtCoder for Japanese competitive programming contests

code-profiler

Profile code performance and identify bottlenecks

code-template-manager

Manage and generate competitive programming templates

codeforces-api-client

Interface with Codeforces API for contest data, problem sets, and submissions

combinatorics-calculator

Calculate combinatorial values with modular arithmetic

complexity-analyzer

Automated Big-O complexity analysis of code and algorithms. Performs static analysis of loop structures, recursive call trees, space complexity estimation, and amortized analysis with detailed derivation documents.

cses-tracker

Track progress through CSES Problem Set with structured learning

data-structure-selector

Select optimal data structure based on operation requirements

dp-optimizer

Apply advanced DP optimizations automatically

dp-pattern-library

Maintain and match against a library of classic dynamic programming patterns. Provides pattern matching, template code generation, variant detection, and problem-to-pattern mapping for DP problems.

dp-state-designer

Assist in designing optimal DP states and transitions

flow-network-builder

Model optimization problems as network flow problems

geometry-algorithm-library

Implement computational geometry algorithms

geometry-primitive-library

Provide robust computational geometry primitives

graph-algorithm-selector

Select optimal graph algorithm based on problem constraints

graph-modeler

Convert problem descriptions into graph representations

interview-problem-bank

Curated bank of interview problems organized by company, pattern, and difficulty. Provides problem recommendations, coverage tracking, weak area identification, and premium problem alternatives for FAANG interview preparation.

interview-simulator

Simulate realistic coding interview experience

invariant-analyzer

Identify and verify loop invariants for correctness proofs