docker: production image + Gitea Actions for monthly refresh

Dockerfile: self-contained image with corpus + Chroma + BM25 baked
in. Drawbar's compose pulls + runs without volume mounts. Built from
sources.json (labels schema), PRODUCT_NAME=crop_chem by default,
HYBRID_SEARCH=true (always-on for production quality). RERANK_URL +
OLLAMA_URL get set at compose time.

.gitea/workflows/refresh.yml: monthly cron (1st @ 06:00 UTC) does
full scrape → reindex → image push. Scrapes Bayer (~30 min) +
EPA PPLS row-crop filtered (~7h). Skips reindex+push if no corpus
diff. Tags pushed: :latest, :<sha12>, :corpus-<YYYY.MM.DD>.

.gitea/workflows/image-only.yml: on-demand or auto on code-only
pushes to main (paths: docs_mcp/, rag/, scrape/, requirements.txt,
Dockerfile, sources.json). Reindexes from committed corpus, builds
image, pushes. ~10 min vs ~9h full refresh.

.gitignore: corpus/ now COMMITTED (4,159 labels, 265 MB of .md +
sidecars). Lets image-only.yml rebuild indexes without re-scraping.
chroma/ + bm25/ still gitignored (regenerable binary indexes).

.dockerignore: drops venv, eval results, PLAN/README/CLAUDE.md,
deploy/, .git/ — keeps the image lean. corpus + chroma + bm25
explicitly NOT in dockerignore (those go INTO the image).

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

corpus/epa_ppls/9779-313.md

@@ -0,0 +1,291 @@
+# ASCEND PLUS
+
+- EPA Reg No: **9779-313**
+- Registrant: WINFIELD SOLUTIONS, LLC
+- Signal word: Caution
+- Active ingredients: Gibberellic acid (0.0001%); Indole-3-butyric acid (0.0001%)
+- Label accepted: 2005-06-28
+- Source PDF: https://www3.epa.gov/pesticides/chem_search/ppls/009779-00313-20050628.pdf
+
+---
+1/1 
+Pf .... THd~ • before • ',JI", Form ADDrovod. OMB No . I ."",eo ~.2B.95 
+United State. § Registration opp Identifier Number 
+oEPA Environmental Protection Agency Amendment 
+Washington. DC 20480 ./ Other 
+Application for Pesticide - Section I 
+1. CompanylProduct Number 2. EPA Product Monagar 3. Proposed CI ... ification 
+9779·313 Sheryl Reilly o Nono D Restricted -' 4. Company/Product (Name) PM' 
+Escalate Plus 12·8·8 91 
+5. Name and Addr.s. of Applicant f/nclud. ZIP Cod_) 6. Expedited Reveiw. In accordance with FIFRA Section 3(cI(3) 
+Agriliance, LLC, clo Alice Walker Consulting (bUi), my product is similar or identical in composition and labeling 
+481 Country Club Drive to; 
+Senatobia, MS 38668 EPA Reg. No. 
+D Check if this is a n,w addr,ss Product Name 
+Section - II 
+0 Amendment - Explain below. 
+U Final printocl lobol. in rOPlon,oNOTI FI C ATI 0 N 
+Agency letter det.d 
+'] Resubmiesion in response to Agency letter dated 
+0 "Mo Too" APPlicOti°'bate Reviewed: 2f!> J,UI) AX5 . 
+[{] Notification - Explain below. 
+0 
+Other - Explain below. 
+Reviewed By: M· D(,(fJCj2lrD 
+Explanation: Use additional pagels) if necessary. (For section I and Section II.) 
+Notification to change the primary brand name to ASCEND PLUS. to revise the Warranty and add the appropriate trademark credits. This notification is 
+consistent with the provisions of PR Notice 98-10 and EPA regulations at 40 CFR 152.46. and no other changes have been made to the labeling or the 
+confidential statement of formula of this product. I understand that It is a violation of 18 U.S.C. Sec. 1001 to willfully make any false statement to EPA. I further 
+understand that if this notification is not consistent with the terms of PR Notice 98-10 and 40 CFR 152.46. this product may be in violation of FIFRA and I may 
+be subject to enforcement action and penalties under sections 12 and 14 of FIFRA. 
+Section - III 
+1. Meterial Thl. Product WID .. Packagad In: 
+Child-Resistant Packaging Unit Packaging Wate, Soluble Packaging 2.. Type of Container 
+t2r" 
+~V •• 
+~ 
+V •• 
+~~. ./ No ./ No No 
+./ Plootic 
+Gla •• 
+• CBnifiC4tion must II "Vo." No. per If -Ve.- No. per Paper 
+Unit Peckaging wgt. container Peckage wgt container Oth~r (SpICily) submitted 
+I 
+3. Location of Net Content. Information 4. Size(.) Retail Container 5. Looatlon of label Direction. 
+L./' Lebel U Container 1 gallon, 2.5 gallons t=::j On label 
+6. Manner in Which Labell. Affixed to Product EJUthouroPh 0 Other Stick·on booklet 
+Paper raued StenciiKI 
+Section - IV 
+1. Contact Point (Compl.te items dkectly below for ;dentific.tion of ;ndividUlli to be cont.ct.d. if necU8aty, to /HOc .. thi8 tJPplic.tion.1 
+Nama Tido Tolephone No. Unclud. A ••• Codo) 
+Alice Walker. Ph.D. Agent 662·562·5995 
+Certification 8. Date ~J.lplioation 
+I cartify that the statement, I have meete on this form and all attachment. thereto are true. aoourate end oompleta. A,e"ei .... "c:; 
+I acknowladge that any knowlinglly .".e or misleading statement may be puni.hable by fine or impri.onmen~ or • (Stamped) 
+both under applicable law. • • 
+2.str~ . · 3. Title · .. • 
+UJcJL 
+• 
+Agent . 
+I J '--' • • .-· . - . 4. Typed Name 6. Oate 
+Alice Walker. Ph.D. May 3,2005 . 
+.. EPA Form 8570·1 (Rev. 3·941 PreY10us editions are obsol.t., WhIta • EPA FIle Copy (original, ., JAOY' • ~- Copy
+
+· . -./lfice Wamsr, Ph.cD. 
+REGULATORY CONSULTING' 481 COUNTRY CLUB DRNE' SENATOBIA, MS 38668 
+CERTIFIED MAIL 
+May 3, 2005 
+Document Processing Desk (Noti±) 
+Office of Pesticide Programs (7505C) 
+u.s. Environmental Protection Agency 
+1200 Pennsylvania Ave., NW 
+Washington, DC 20460 
+Re: ESCALATE PLUS 12-8-8, EPA Reg. No. 9779-313 
+Notification of Change of Primary Brand Name per PRN 98-10, II.A. 
+Attn: Sherada Hobgood 
+This correspondence will constitute notification from AGRlLIANCE, LLC to change the primary 
+brand name of9779-313 from ESCALATE PLUS 12-8-8 to ASCENDTM PLUS. We also 
+request to revise the Warranty and add the appropriate trademark credits. 
+To this end, please find enclosed one copy of new labeling along with the appropriate application 
+form. 
+I believe this notification is consistent with the provisions of PR Notice 98-10 and EPA 
+regulations at 40 CFR 152.46, and no other changes have been made to the labeling or the 
+confidential statement offormula of this product. I understand that it is a violation of 18 U.S.C. 
+Sec. 1001 to willfully make any false statement to EPA. I further understand that if this 
+notification is not consistent with the terms of PR Notice 98-10 and 40 CFR 152.46, these 
+products may be in violation ofFIFRA and I may be subject to enforcement action and penalties 
+under section 12 and 14 ofFIFRA. 
+Thank you for adding this notification to the registration record for this product. We would 
+appreciate a stamped "Notification" copy for our files. 
+Sincerely, 
+Alice Walker, Ph.D. 
+Regulatory Agent for 
+AGRlLIANCE, LLC 
+Enclosures 
+cc: Mr. Gary Halvorson 
+Plwne 662·562·5995 • Fax 662·560·5391 
+Email alicewalker@1:?paconsulting.net
+
+-. NOTIFICATION 3/7 
+(Origin@ logo) 
+Date Reviewed: W JW'7 2OZJ~­
+Reviewed By: M- 7>";)qaro 
+ASCENO™ PLUS 
+ACTIVE INGREDIENTS 
+Gibberellic Acid ......................................................... 0.0000625% 
+Indole-3-Butyric Acid ................................................. 0.0000625% 
+OTHER INGREDIENTS ....................................................... 99.9998750% 
+TOT AL 100.0000000% 
+GUARANTEED ANALYSIS (Fertilizer) 
+12-8-8 
+Total Nitrogen (N) ................................ 12.00% 
+12.00% Urea Nitrogen 
+Available Phosphate (P20.) .......................... 8.00% 
+Soluble Potash (K20) .............................. 8.00% 
+Boron (B) ...................................... 0.02% 
+Copper (Cu) .................................... 0.05% 
+0.05% chelated Copper 
+Iron (Fe) ...................................... 0.10% 
+0.10% chelated Iron 
+Manganese (Mn) ................................. 0.05% 
+0.05% chelated Manganese 
+Zinc (Zn) ....................................... 0.05% 
+0.05% chelated Zinc 
+Derived from urea, orthophosphoric acid, potassium chloride, sodium borate, 
+copper EDT A, iron HEDT A, manganese EDT A and zinc EDT A. 
+ATTENTION: Crops high in boron may be toxic to livestock. 
+KEEP OUT OF REACH OF CHILDREN 
+CAUTION 
+Read additional precautionary statements on page two. 
+EPA REG. NO. 9779-313 EPA EST. NO. 63603-KS-1 
+Distributed by: . 
+AGRILIANCE, LLC NET CONTENTS, 2 1/2 Galion 
+P.O. Box 64089, St. Paul, MN 55164-0089 O/E03/5
+
+2 
+FIRST AID 
+If inhaled • Move person to fresh air. 
+• If person is not breathing. call 911 or an ambulance; then give 
+artificial respiration. preferably mouth-to-mouth if possible. 
+• Call a poison control center or doctor for further treatment advice. 
+If on skin or • ::f ake off contaminated clothing. 
+clothing • Rinse skin immediately with plenty of water for 15-20 minutes. 
+• Call a poison control center or doctor for treatment advice. 
+If in eyes • Hold eye open and rinse slowly and gently with water for 15-20 
+minutes. 
+• Remove contact lenses. if present. after the first 5 minutes. then 
+continue rinsing eye. 
+• Call a poison control center or doctor for treatment advice. 
+Have the product container or label with you when calling a poison control center or doctor. 
+or going for treatment. In case of emergency call 1-877-424-7452. 
+PRECAUTIONARY STATEMENTS 
+HAZARDS TO HUMANS AND DOMESTIC ANIMALS 
+CAUTION 
+Harmful if inhaled. Avoid breathing spray mist. Harmful if absorbed through skin. Avoid 
+contact with skin. eyes or clothing. Causes moderate eye irritation. Wash thoroughly with 
+soap and water after handling. Remove and wash contaminated clothing before reuse. 
+Personal Protective Equipment: 
+Applicators and other handlers must wear long-sleeved shirt and long pants. waterproof 
+gloves. and shoes plus socks. 
+Follow manufacturer's instructions for cleaning/maintaining PPE. If no such instructions for 
+washables. use detergent and hot water. Keep and wash PPE separately from other 
+laundry. 
+USER SAFETY RECOMMENDATIONS 
+Users should wash hands before eating. drinking. chewing gum. using tobacco or using the 
+toilet. Remove clothing immediately if pesticide gets inside. Then wash thoroughly and 
+put on clean clothing. Remove PPE immediately after handling this product. Wash the 
+outside of gloves before removing. As soon as possible. wash thoroughly and change into 
+clean clothing. 
+ENVIRONMENTAL HAZARDS 
+Do not apply directly to water. to areas where surface water is present. or to intertidal areas 
+below the mean high water mark. Do not apply when weather conditions favor drift from 
+treated areas. Do not apply where runoff is likely to occur. Do not contaminate water when 
+disposing of equipment washwaters or rinsate. 
+DIRECTIONS FOR USE 
+It is a violation of Federal law to use this product in a manner inconsistent with its labeling. 
+Do not apply this product in a way that will contact workers or other persons. either directly 
+or through drift. Only protected handlers may be in the area during application.
+
+3 
+Do not apply this product through any type of irrigation system. 
+For any requirements specific to your State or Tribe, consult the agency responsible for 
+pesticide regulation. 
+AGRICULTURAL USE REQUIREMENTS 
+Use this product ooly in accordance with its labeling and with the Worker Protection 
+Standard, 40 CFR part 170. This Standard contains requirements for the protection of 
+agricultural workers on farms, forests, nurseries, and greenhouses, and handlers of 
+agricultural pesticides. It contains requirements for training, decontamination, notification, 
+and emergency assistance. It also contains specific instructions and exceptions pertaining 
+to the statements on this label about personal protective equipment (PPE), and restricted­
+entry interval. The requirements in this box only apply to uses of this product that are 
+covered by the Worker Protection Standard. 
+Do not enter or allow worker entry into treated areas during the restricted entry interval 
+(REI) of 4 hours. 
+PPE required for early entry to treated areas that is permitted under the Worker Protection 
+Standard and that involves contact with anything that has been treated, such as plants, 
+soil, or water, is: coveralls, waterproof gloves, and shoes plus socks. 
+NON-AGRICULTURAL USE REQUIREMENTS 
+The requirements in this box apply to uses of this product that are NOT within the scope of 
+the Worker Protection Standard for agricultural pesticides (40 CFR Part 170). The WPS 
+applies when this product is used to produce agricultural plants on farms, forests, nurseries, 
+or greenhouses. 
+Keep unprotected persons and pets out of treated areas un~il sprays have dried. 
+GENERAL INFORMATION 
+ASCEND PLUS is a combination of plant growth hormones and foliar fertilizer. It is 
+formulated to stimulate seedling vigor, flower and fruit set, and to increase crop yields. All 
+directions are for foliar (broadcast) applications unless otherwise stated. 
+PREPARATION AND APPLICATION OF SPRAY SOLUTIONS 
+Fill spray tank half full with clean water. Start agitation. If compatibility problems are 
+suspected, add an approved compatibility agent at labeled rates. Shake ASCEND PLUS well 
+and pour directly from the container into the partially filled spray tank. Add the rest of the 
+water. Provide agitation during mixing and applications to maintain a uniform suspension. 
+Apply ASCEND PLUS either by ground in 5 to 50 gallons of water or by air in 1 to 10 gallons 
+of water. When applied alone, use an approved non-ionic surfactant to enhance the wetting 
+and spreading characteristics of the spray solution. When used with other pesticides, follow 
+the label requirements of the pesticide used. 
+FIELD CROPS 
+COTTON: For early season vigor, broadcast two 1 qt. applications at cotyledon to 5-leaf 
+stage 7-14 days apart (optional). Apply 2 qts. per acre at matchhead square. Broadcast an 
+additional application of 2 qts. per acre at first bloom. 
+GRAIN SORGHUM (MILO): Apply 2 qts. per acre at the 2-6 leaf stage.
+
+4 
+PEANUTS: Broadcast 2 qts. per acre at initial pegging. 
+RICE: Make one application of 2 qts. per acre at the 2-5 leaf stage. 
+SOYBEANS: Apply 2 qts. per acre at first sign of bloom. 
+VEGETABLE CROPS 
+BEANS (Green, Lima, Pinto, Blackeye, Mung): Broadcast 2 qts. per acre at first bloom. 
+BROCCOLI, CABBAGE, CAULIFLOWER, BRUSSELS SPROUTS: Spray 1 qt. per acre at 2 
+weeks post-transplant or at 4-5 leaf stage. Follow with a second application of 1 qt. 2 
+weeks later. 
+CUCUMBERS, SQUASH: Apply 1 'h qts. per acre at the 2-4 leaf stage. Follow with an 
+application of 1 'h qts. at early bloom. Repeat applications of 1 qt. per acre at 7-21 day 
+intervals. 
+LETTUCE, SPINACH, TURNIP, MUSTARD GREENS: Make an over-the-top application of 1 qt. 
+per acre at the 2-5 leaf stage. For spinach and greens, apply 1 qt. per acre after each 
+cutting. 
+MELONS (Cantaloupes, Honeydews, Watermelons): Apply 1 'h qts. per acre at first sign of 
+running and again 2 weeks later. 
+PEPPERS: Apply 1 qt. per acre 2 weeks after transplanting. Follow with a 1 qt. application at 
+early bloom. Continue treatments of 1/2 to 1 qt. per acre ever'! 7-21 days. 
+TOMATOES: If machine-harvested: Apply 2 qts. per acre at early bloom. If hand-picked: 
+Apply 1 qt. per acre 3 weeks after transplant; follow with 1 qt. per acre 3 weeks later. 
+Spray 1/2 qt. per acre every 7-21 days. 
+SOD, LAWNS, TunF AND ORNAMENTALS 
+SHRUBS (Established): Apply 1/2 qt. in 2 gallons of water two to three times per year. Spray 
+to point of run-off. 
+TURF (Immediately after laying): Apply 1 qt. per 5,000 square feet and water in. Thirty days 
+later, make a second application of 1 qt. per 5,000 square feet and water in. 
+SOD: During initial sod production (4-6 weeks prior to harvest), apply 2 qts/acre. For growth 
+enhancement after harvest, apply 2 qts/acre. Repeat application 6 weeks later. 
+LAWNS (Established): Apply 1 pint per 5,000 square feet. 
+STORAGE AND DISPOSAL 
+DO NOT CONTAMINATE WATER, FOOD, OR FEED BY STORAGE OR DISPOSAL. 
+STORAGE 
+PESTICIDE STORAGE: Do not store below 40 0 F. Store out of direct sunlight. Handle in 
+accordance with information given under PRECAUTIONARY STATEMENTS. In the event of 
+spillage or leakage, soak up material with absorbent clay, sand, sawdust, or other absorbent 
+material. Scrape up and dispose of in accordance with information given under DISPOSAL.
+
+· . 
+5 
+Repackage and relabel useable product in a sound container. In case of fire or other 
+emergency, report at once by toll-free telephone to 800-424-9300. 
+DISPOSAL 
+PESTICIDE DISPOSAL: Wastes resulting from the use of this product may be disposed of on 
+site or at an approved waste disposal facility. 
+CONTAINER DISPOSAL: Triple rinse (or equivalent). Then offer for recycling or reconditioning, 
+or puncture and dispose of in a sanitary landfill, or incineration, or, if allowed by state and 
+local authorities, by bu'rning. If burned, stay out of smoke. 
+NOTICE OF WARRANTY: Seller warrants that the product conforms to its chemical 
+description and is reasonably fit for the purposes stated on the label when used in 
+accordance with directions under normal conditions of use. SELLER MAKES NO OTHER 
+EXPRESS OR IMPLIED WARRANTY OF MERCHANTABILITY OR FITNESS FOR A 
+PARTICULAR PURPOSE, NOR IS ANY REPRESENTATIVE OF SELLER AUTHORIZED TO 
+MAKE ANY SUCH WARRANTY OR MODIFY THESE TERMS. This warranty does not 
+extend to the storage, handling or use of this jJroduct contrary to label instructions, or 
+under abnormal conditions, or under conditions not reasonably foreseeable to Seller, and 
+Buyer assumes the risk of any such storage, handling or use. Seller shall not be 
+responsible for incidental or consequential damages, if any, resulting from a breach of 
+warranty, 
+ORIGIN and ASCEND are trademarks of Agriliance LLC.