AO / SYSTEM STUDIES
NA.RESEARCH / 01
Nexo AndinoFinancial knowledge base
POST /questions↗
RESPONSE CONTRACTanswer + sources
[01]document · chunk_idTraceable source excerpt
01Context before generationFastAPI → Chroma → Gemini
System illustration · Document → context → answerApplied AI · Financial documents01
Connected financial-document ingestion, retrieval and source-backed answers in one API.
PythonFastAPIChromaDB
GitHub AO / SYSTEM STUDIES
code-review-agentPY
target_project / app.pyTEST FIXTURE
01def run(expr):
02 return eval(expr)
03def get_user(name):
04 query = "SELECT ..."
!KNOWN FIXTURE ISSUEUnchecked eval()app.py → run(expr)
10MODEL TURNS MAX.
System illustration · Inspect → read → reviewAI agents · Developer tools02
Built a tool-calling reviewer that inspects a chosen folder before reporting possible security issues.
PythonOpenAI SDKTool calling
GitHub opencode / voice-input⌘
16 kHz / monoaudio → text
↳PROMPT OUTPUTAn idea. Spoken. Ready to build.
Workflow illustration · TypeScript + WhisperAI integration · Developer tools03
Turned microphone recordings into prompts inside OpenCode.
TypeScriptGroq Whisperffmpeg
GitHub 70%Train
15%Validation
15%Test
Evaluation protocol · RVF10KComputer vision · Academic research04
Established a controlled baseline experiment for real-vs-synthetic face classification.
PythonKerasCNN
Configurator image · Trilinea ArquitecturaSoftware engineering · Interactive web05
Made it possible to explore material combinations across three configurable rooms.
AstroTypeScriptSVG