m4i{1 rdZddlZddlZddlZddlZddlZddlmZddlm Z ejje ee jjde e fdZdde de d edefd Zdde de defd Zdde d e defd Zdede fdZdefdZdZedk(rej2eyy)a Genesis Deep Think Bridge Connects Gemini Deep Think/Thinking Mode directly to Genesis. THREE MODES: 1. API Mode (gemini-2.5-flash or gemini-2.5-pro with ThinkingConfig) 2. CLI Mode (gemini CLI with model selection) 3. Browser Mode (Playwright automation of gemini.google.com for Deep Think web UI) Usage: # API mode (preferred for automation) python deep_think_bridge.py --mode api --prompt "Your query here" # CLI mode (uses Gemini CLI) python deep_think_bridge.py --mode cli --prompt "Your query here" # Browser mode (for Deep Think web UI only) python deep_think_bridge.py --mode browser --prompt "Your query here" # From file python deep_think_bridge.py --mode api --file /path/to/prompt.txt # Save output python deep_think_bridge.py --mode api --prompt "Query" --output result.txt # CTM (Commit To Memory after response) python deep_think_bridge.py --mode api --prompt "Query" --ctm N)Path)Optionalreturnctjjd}|r|Sttj j dz dz }|j r|jjSy)z3Get Gemini API key from environment or credentials.GEMINI_API_KEY Credentialszgemini_api_key.txtN) osenvirongetr__file__parentexists read_textstrip)api_key creds_files 2/mnt/e/genesis-system/scripts/deep_think_bridge.py get_api_keyr+shjjnn-.Gh&&-- =@TTJ##%++-- promptmodelthinking_budgetc  ddlm}d}t}|s t dt jdt d |d tj}rj| }|jj|||jj|jj|d  }tj|z } t d| ddd} d} |j dj"j$D].} t'| ddr| | j(z } | | j(z } 0||| | j+| j+| j+dSt dj-| ddd} |j/|| }|j|}|j(} tj|z } t d| dd||| d| | dS#t$r ddlm}d}YwxYw#t$r/t dt dt jdY:wxYw)a Use Gemini API with thinking mode enabled. Models supporting thinking: - gemini-2.5-flash (uses ThinkingConfig with include_thoughts=True) - gemini-2.5-pro (uses ThinkingConfig with include_thoughts=True) Args: prompt: The query to send model: Model ID thinking_budget: Thinking token budget (default: 8192, up to 24576) Returns: dict with 'thinking' and 'response' keys rNTFz>ERROR: Neither google-genai nor google-generativeai installed.z&Install with: pip install google-genaizOERROR: No GEMINI_API_KEY found in environment or Credentials/gemini_api_key.txtu🧠 Sending to z with thinking enabled...)r)rinclude_thoughts)thinking_config)rcontentsconfig✅ Response received in .2fsthought)rrelapsed_secondsthinkingresponserawuU⚠️ Using deprecated google.generativeai API (consider upgrading to google-genai)g?i@) temperaturemax_output_tokens) model_namegeneration_config) google.genaigenai ImportErrorgoogle.generativeai generativeaiprintsysexitrtimeClientmodelsgenerate_contenttypesGenerateContentConfigThinkingConfig candidatescontentpartsgetattrtextr configureGenerativeModel)rrrr- using_new_apir start_timeclientr&elapsed thought_text response_textpartr+ model_objs rapi_moderJ:s[  " ( MmG  _`   UG#< =>Jg.==11;;44 % : :$3%)!;!52  ))+ * )'#a89  ''*2288 +DtY. ) *  +.&$**,%++- &&(    eg (!&  ))/* --f5 ))+ * )'#a89.&%   S " /!M "  NO 67  s)G66H H H  H4IIcxddl} |jddgddt d |d tj}dd |d |d dg}|j|dd}tj|z }|jdk7rEt d|jt d|jt j dt d|dd|||jj|jdS#|jtf$r$t dt j dYwxYw)aU Use Gemini CLI with specified model. NOTE: Gemini CLI doesn't have a --thinking flag as of v0.28.2. The thinking display is controlled in .gemini/settings.json. Args: prompt: The query to send model: Model ID Returns: dict with 'response' key (thinking included if configured in settings) rNgeminiz --versionT)capture_outputcheckzUERROR: gemini CLI not found. Install from https://github.com/google-gemini/gemini-cliru#🧠 Sending to Gemini CLI (model: )...--prompt--modelz--output-formatr?)rMr?z#ERROR: Gemini CLI failed with code zSTDERR: rr r!)rr$r&r') subprocessrunCalledProcessErrorFileNotFoundErrorr1r2r3r4 returncodestderrstdoutr)rrrRrCcmdresultrEs rcli_moder[s.+.t4P  /wd ;<J ZE;Lf UC ^^C4^ @FiikJ&G A 3F4E4E3FGH ()   %gc]! 45"MM'')}}  )  ) )+< = ef  sD5D98D9accountcr ddlm}td|dtd td 5}|j jd }|j}|j}td |jdtd|jdtdtdtd|jddicdddS#t$r:tdtdtdt j dY!wxYw#1swYyxYw)a Use Playwright to automate gemini.google.com with Deep Think mode. NOTE: This requires: 1. Playwright installed (pip install playwright) 2. Browsers installed (playwright install) 3. User must be logged in to Google account with AI Ultra plan Args: prompt: The query to send account: Google account email (must have AI Ultra for Deep Think) Returns: dict with 'response' key r)sync_playwrightz.ERROR: playwright not installed. Install with:z pip install playwrightz playwright installru,🌐 Launching browser automation (account: rOuE⚠️ WARNING: This requires manual login or saved session cookies.u@⚠️ Deep Think is web UI only for now (API in early access).F)headlessu'📍 Navigating to gemini.google.com...zhttps://gemini.google.com/uB⏳ Waiting for Gemini to load (you may need to login manually)... networkidleu$❌ BROWSER MODE NOT YET IMPLEMENTEDz3 Reason: Deep Think selection UI needs inspectionz/ Workaround: Use API mode or CLI mode insteaderrorzGBrowser mode not yet implemented. Use --mode api or --mode cli instead.N) playwright.sync_apir^r.r1r2r3chromiumlaunch new_contextnew_pagegotowait_for_load_stateclose)rr\r^pbrowsercontextpages r browser_moderns  7 8  FG QR LM   a**##U#3%%'! 78 ./ RS   / 45 CD ?@  ^ -    >? () $%    sC'B)D-'?D*)D*-D6rZ output_pathc t|}|jjddt|d5}t j ||dddd|j d}t|d5}|jd|jd |jd d d |jd |jdddd|jdr|jd|dd|jd|jd|jddd dddtd|d|y#1swYxYw#1swY'xYw)zSave result to file.T)parentsexist_okw)indentNz.mdz# Gemini Deep Think Result z **Model**: runknown z **Elapsed**: r$rr zs r%z## Thinking Process z z ## Response r&r'r"u💾 Saved to z and ) rr mkdiropenjsondump with_suffixwriter r1)rZro output_filefmd_files r save_outputrsM{#KTD9 k3 '1 &!A&'%%e,G gs Uq 02 +fjj)<=R@A - +NQZZKK('2$? CD CDrc tjdtjd}|jdgddd|jd d d |jd dd |jddd |jddd|jddd|jdtdd|j }|j r2t|j jj}nI|jr |j}n0td|jtjd |jdk(r#t!|j"|j$!}nA|jd"k(rt'|j"#}n|jd$k(r t)}td%j+d&r$td't|d&td(td)t|j+d*|j+d+d,td-|j,rt/||j,|j0r t3|y.)/Nz>Genesis Deep Think Bridge - Connect Gemini thinking to Genesisa Examples: # API mode (recommended) python deep_think_bridge.py --mode api --prompt "Design a memory architecture" # CLI mode python deep_think_bridge.py --mode cli --prompt "Analyze this code" # From file with CTM python deep_think_bridge.py --mode api --file prompt.txt --ctm # Custom model and thinking budget python deep_think_bridge.py --mode api --model gemini-2.5-pro --thinking-budget 10000 --prompt "Complex query" ) descriptionformatter_classepilogz--mode)apiclirkrzExecution mode (default: api))choicesdefaulthelprPz-pz Prompt text)rz--filez-fzRead prompt from filez--outputz-ozSave output to filez--ctm store_truezCommit result to memory)actionrrQgemini-2.5-flashz$Model ID (default: gemini-2.5-flash))rrz--thinking-budget z2Thinking token budget: up to 24576 (default: 8192))typerrz&ERROR: Must provide --prompt or --filer)rrr)rrkzQ ================================================================================r%u🧠 THINKING PROCESS:zR -------------------------------------------------------------------------------- u💬 RESPONSE:r&r'r"zQ================================================================================ r)argparseArgumentParserRawDescriptionHelpFormatter add_argumentint parse_argsfilerrrrr1 print_helpr2r3moderJrrr[rnr outputrctmr)parserargsrrZs rmainr;s"  $ $T <<  F& *CU;=  D}= $-DE  D/DE  ;TU  +=BD +#tPR    D yydii**,224  67   yyE& DDXDXY e & 3 i f% - zz* &' fZ ! "#  &**ZE2!6 78 - {{FDKK( xx r__main__)rr)zgemini-2.5-pro)zsunvision07@gmail.com)__doc__rrzr r2r4pathlibrtypingrpathappendrr r rrdictrJr[rnrrr__name__r3rrrs: DN))0012 Xc] e Se e Ce [_e P,S,,D,^4 4 s4 4 n88380ETE6F R z CHHTVr